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      "avgPosition": 5,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Salesforce",
      "domain": "salesforce.com",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Help Scout",
      "domain": "helpscout.com",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "ANTHROPIC": 1
      }
    },
    {
      "name": "Rezolve.ai",
      "domain": "rezolve.ai",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "AeroChat",
      "domain": "aerochat.ai",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "Zipchat AI",
      "domain": "zipchat.ai",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "Kustomer IQ",
      "domain": "kustomer.com",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "PERPLEXITY": 1
      }
    },
    {
      "name": "Tidio (Lyro)",
      "domain": "tidio.com",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "Desk365",
      "domain": "desk365.io",
      "mentions": 1,
      "avgPosition": 5,
      "byEngine": {
        "AI_OVERVIEW": 1
      }
    },
    {
      "name": "Drift",
      "domain": "drift.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Featurebase",
      "domain": "featurebase.app",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "ANTHROPIC": 1
      }
    },
    {
      "name": "Shopify",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "AI_OVERVIEW": 1
      }
    },
    {
      "name": "Kustomer AI",
      "domain": "kustomer.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Maven AGI",
      "domain": "mavenagi.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "HubSpot Chatbot Builder",
      "domain": "hubspot.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "ANTHROPIC": 1
      }
    },
    {
      "name": "Vatdi",
      "domain": "vatdi.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "AI_OVERVIEW": 1
      }
    },
    {
      "name": "Netomi",
      "domain": "netomi.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Brainfish",
      "domain": "brainfish.ai",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "ANTHROPIC": 1
      }
    },
    {
      "name": "Tawk.to",
      "domain": "tawk.to",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "Zoho SalesIQ",
      "domain": "zoho.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "GEMINI": 1
      }
    },
    {
      "name": "HubSpot Service Hub",
      "domain": "hubspot.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "GROK": 1
      }
    },
    {
      "name": "HubSpot",
      "domain": "hubspot.com",
      "mentions": 1,
      "avgPosition": 6,
      "byEngine": {
        "GROK": 1
      }
    },
    {
      "name": "Heyday",
      "domain": "hootsuite.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Helpshift",
      "domain": "helpshift.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Jira",
      "domain": "atlassian.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "AI_OVERVIEW": 1
      }
    },
    {
      "name": "Gist",
      "domain": "getgist.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "LiveChat",
      "domain": "livechat.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "OPENAI": 1
      }
    },
    {
      "name": "Zoho Desk",
      "domain": "zoho.com",
      "mentions": 1,
      "avgPosition": 7,
      "byEngine": {
        "GROK": 1
      }
    }
  ],
  "answers": [
    {
      "prompt": 1,
      "engine": "OPENAI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:33.347Z",
      "text": "1. **Zendesk AI (Zendesk)** — zendesk.com  \n   Zendesk’s AI agents and Answer Bot integrate across messaging, email, voice and knowledge bases for strong deflection + agent assist at scale. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai))\n\n2. **Intercom (Fin / Intercom Inbox)** — intercom.com  \n   Intercom’s Fin and AI Inbox are built for in‑product, conversational support with omnichannel routing and strong agent co‑pilot features. ([intercom.com](https://www.intercom.com/helpdesk?utm_source=openai))\n\n3. **Freshdesk / Freddy AI (Freshworks)** — freshworks.com / freshdesk.com  \n   Freshdesk’s Freddy AI is embedded across the desk for automated resolutions, agent copilot suggestions, and operational insights to speed first‑contact resolution. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000002341?utm_source=openai))\n\n4. **Ada** — ada.support  \n   Ada focuses on no‑code, customer‑facing AI chatbots that deliver high self‑service deflection across channels and fast time‑to‑value for support teams. ([therankmasters.com](https://www.therankmasters.com/insights/sales/best-ai-customer-support-tools?utm_source=openai))\n\n5. **LivePerson** — liveperson.com  \n   LivePerson offers conversational AI and messaging orchestration for enterprise CX with a long track record in automated, human‑handoff workflows. ([reddit.com](https://www.reddit.com/r/CRMSoftware/comments/1wbdht8/ai_customer_support_tools_whats_actually_working/?utm_source=openai))\n\nIf you want, I can now:\n- Rank differently by cost, ease of setup, or small vs enterprise business fit; or\n- Give estimated pricing tiers and sample contract language for the top 2 choices. Which would you like?",
      "brands": [
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "LivePerson",
          "domain": "liveperson.com"
        }
      ],
      "sources": [
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Overview of Zendesk AI offerings – Zendesk help"
        },
        {
          "url": "https://www.intercom.com/helpdesk?utm_source=openai",
          "domain": "intercom.com",
          "title": "The helpdesk built for AI and humans | Intercom"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000002341?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "Freddy canned response suggestions for ticket resolution : Freshdesk Support"
        },
        {
          "url": "https://www.therankmasters.com/insights/sales/best-ai-customer-support-tools?utm_source=openai",
          "domain": "therankmasters.com",
          "title": "Best AI Customer Support Tools for 2026"
        },
        {
          "url": "https://www.reddit.com/r/CRMSoftware/comments/1wbdht8/ai_customer_support_tools_whats_actually_working/?utm_source=openai",
          "domain": "reddit.com",
          "title": "AI Customer Support Tools: What’s Actually Working for Your Team?"
        }
      ],
      "searchQueries": [
        "best AI chatbots for customer support 2026 list Intercom Drift Ada Zendesk Freshdesk Gartner Forrester",
        "Intercom AI chatbot customer support features 2026",
        "Zendesk AI Answer Bot 2026 features",
        "Drift chatbot AI for customer support 2026",
        "Ada AI chatbot 2026 customer support",
        "Freshdesk Freddy AI 2026 customer support"
      ]
    },
    {
      "prompt": 1,
      "engine": "OPENAI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:17.826Z",
      "text": "1. **Zendesk AI** — https://www.zendesk.com  \n   Best for large support teams that want AI agents tightly integrated with a full helpdesk, ticketing, and omnichannel workflow. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai))\n\n2. **Intercom (Copilot / Fin)** — https://www.intercom.com  \n   Best for conversational, in-product support and fast agent-augmented workflows (AI-generated replies, summaries, and context-aware copilot features). ([intercom.com](https://www.intercom.com/help/en/articles/9121374-copilot-explained?utm_source=openai))\n\n3. **LivePerson** — https://www.liveperson.com  \n   Best for enterprises prioritizing messaging-first, generative-AI agents across web, mobile and voice with strong orchestration to human agents. ([liveperson.com](https://www.liveperson.com/products/ai-chatbots/?stream=top&utm_source=openai))\n\n4. **Ada** — https://www.ada.cx  \n   Best for automated self-service at scale — fast to deploy multilingual bots with a unified reasoning engine for consistent cross-channel behavior. ([docs.ada.cx](https://docs.ada.cx/release-notes/2026/2/3?utm_source=openai))\n\n5. **Salesforce Service (Einstein / Agentforce / Einstein for Service)** — https://www.salesforce.com/service-cloud  \n   Best when you need deep CRM integration and AI that can surface customer data, build intents and escalate to agents inside an enterprise Service Cloud. (Note: legacy Einstein Bots features have moved into newer Service/Agentforce flows.) ([help.salesforce.com](https://help.salesforce.com/s/articleView?id=release-notes.rn_einstein_service.htm&language=en_US&release=246&type=5&utm_source=openai))\n\nIf you want, I can:\n- rank these specifically for a company size (startup, mid-market, enterprise) and channel mix (webchat, WhatsApp, voice), or  \n- produce a 1–page quick comparison of pricing model, typical deployment time, and strengths/risks for the top three.",
      "brands": [
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "LivePerson",
          "domain": "liveperson.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Salesforce Service",
          "domain": "salesforce.com"
        }
      ],
      "sources": [
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Overview of Zendesk AI offerings – Zendesk help"
        },
        {
          "url": "https://www.intercom.com/help/en/articles/9121374-copilot-explained?utm_source=openai",
          "domain": "intercom.com",
          "title": "Copilot explained | Intercom Help"
        },
        {
          "url": "https://www.liveperson.com/products/ai-chatbots/?stream=top&utm_source=openai",
          "domain": "liveperson.com",
          "title": "An AI Chatbot for Better Customer Conversations | LivePerson"
        },
        {
          "url": "https://docs.ada.cx/release-notes/2026/2/3?utm_source=openai",
          "domain": "docs.ada.cx",
          "title": "Unified Reasoning Engine | Ada"
        },
        {
          "url": "https://help.salesforce.com/s/articleView?id=release-notes.rn_einstein_service.htm&language=en_US&release=246&type=5&utm_source=openai",
          "domain": "help.salesforce.com",
          "title": "Einstein for Service | Salesforce Help"
        }
      ],
      "searchQueries": [
        "best AI chatbot for customer support 2026 enterprise solutions list",
        "Zendesk AI chatbot 2026 features website",
        "Intercom AI chatbot 2026 features",
        "Drift AI chatbot 2026 features",
        "Ada AI chatbot 2026 features",
        "LivePerson AI chatbot 2026 features",
        "Kustomer by Meta customer service AI chatbot 2026",
        "Salesforce Einstein Bots 2026 features"
      ]
    },
    {
      "prompt": 1,
      "engine": "OPENAI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:13.331Z",
      "text": "1. **Intercom (Fin / Intercom Helpdesk)** — https://www.intercom.com — Best-in-class integrated AI agent and shared inbox for conversational, real-time customer support with strong multichannel routing and agent copilot features. ([intercom.com](https://www.intercom.com/?pix=6f_0_0&utm_source=openai))\n\n2. **Zendesk (Zendesk AI / AI Agents)** — https://www.zendesk.com — Enterprise-focused AI agents that plug directly into Zendesk Guide/tickets and knowledge bases, good for teams that want tight ticketing + autonomous resolution. ([zendesk.com](https://www.zendesk.com/service/ai/chatbots-customer-service/?utm_source=openai))\n\n3. **Freshdesk / Freshworks (Freddy AI)** — https://www.freshworks.com/freshdesk — Strong value for mid-market teams: native Freddy AI agents + copilot integrated across helpdesk channels, with good cost/performance for ticket deflection. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai))\n\n4. **Ada** — https://www.ada.support — Focused, no-code conversational AI that excels at self‑service automation, quick deflection rates, and handoff flows for mid‑to‑large customer support operations. ([purist.online](https://www.purist.online/pages/blog/intercom-fin-vs-zendesk-ai-vs-ada-ai-customer-support-2026?utm_source=openai))\n\n5. **Salesforce (Einstein Bots / Service Cloud + AI)** — https://www.salesforce.com — Best choice if you’re already on Salesforce; offers enterprise-grade bots and deep CRM integration for automated and routed service workflows. ([help.salesforce.com](https://help.salesforce.com/s/articleView?id=service.bots_service_web_chat.htm&language=en_US&type=5&utm_source=openai))\n\n6. **Drift** — https://www.drift.com — Strong at conversational marketing + support handoff: good for companies that need AI chat for lead qualification and fast routing to human agents. ([topelevens.com](https://www.topelevens.com/ai-customer-support?utm_source=openai))\n\nIf you want, I can (without asking questions) also produce a short recommended pick from this list tailored to common needs (small team / enterprise / best value / easiest setup) and give estimated pricing signals and key pros/cons for that pick.",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk / Freshworks",
          "domain": "freshworks.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Salesforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Drift",
          "domain": "drift.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.intercom.com/?pix=6f_0_0&utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom | A complete system for human and AI customer service"
        },
        {
          "url": "https://www.zendesk.com/service/ai/chatbots-customer-service/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "The complete guide to customer service chatbots in 2026"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "Enhance Customer Support with Freddy AI: Self-Service, Copilot, and Insights : Freshdesk Support"
        },
        {
          "url": "https://www.purist.online/pages/blog/intercom-fin-vs-zendesk-ai-vs-ada-ai-customer-support-2026?utm_source=openai",
          "domain": "purist.online",
          "title": "Intercom Fin vs Zendesk AI vs Ada 2026 | PURIST"
        },
        {
          "url": "https://help.salesforce.com/s/articleView?id=service.bots_service_web_chat.htm&language=en_US&type=5&utm_source=openai",
          "domain": "help.salesforce.com",
          "title": "Einstein Bots Chat | Salesforce Help"
        },
        {
          "url": "https://www.topelevens.com/ai-customer-support?utm_source=openai",
          "domain": "topelevens.com",
          "title": "Intercom vs Zendesk vs Ada: 11 Best AI Customer Support Platforms 2026 · Top 11"
        }
      ],
      "searchQueries": [
        "best AI chatbot for customer support 2026 Intercom vs Zendesk vs Ada vs Drift comparison",
        "Intercom AI chatbot customer support features 2026 Intercom website",
        "Zendesk AI customer service chatbot Guide 2026 Zendesk AI",
        "Ada customer support chatbot 2026 Ada website",
        "Freshdesk Freddy AI chatbot 2026 Freshworks Freddy website",
        "LivePerson AI chatbot customer service 2026 LivePerson website",
        "Drift chatbot for customer support 2026 Drift website",
        "Salesforce Einstein Bots customer service 2026 Salesforce Einstein website",
        "ChatGPT for customer support OpenAI for business 2026 website"
      ]
    },
    {
      "prompt": 1,
      "engine": "ANTHROPIC",
      "run": 1,
      "askedAt": "2026-10-09T01:27:27.698Z",
      "text": "Based on current information, here are the top AI chatbots for customer support:\n\n1. **\nTidio (Lyro AI)\n** - https://www.tidio.com\n   \nHandles up to 70% of customer inquiries without requiring human intervention\n, making it excellent for cost-effective automation.\n\n2. **\nAda\n** - https://www.ada.support\n   \nBuilt for large teams and enterprises with a powerful AI engine and advanced natural language processing for handling nuanced customer questions\n.\n\n3. **\nZendesk Answer Bot\n** - https://www.zendesk.com\n   \nLeverages machine learning to analyze support tickets and knowledge base articles, improving over time through continuous learning\n.\n\n4. **\nIntercom\n** - https://www.intercom.com\n   \nKnown for sleek design and robust messaging tools, combining support, marketing, and product features with strong chatbot capabilities that shine alongside live chat and proactive outreach\n.\n\n5. **\nHelp Scout (Beacon)\n** - https://www.helpscout.com\n   \nEffectively handles frequently asked questions and automates basic workflow processes, particularly appealing for low-barrier AI adoption\n.\n\nEach of these excels in different scenarios—Tidio for small businesses and ecommerce, Ada for enterprises, Zendesk for existing platform users, Intercom for integrated engagement, and Help Scout for easy implementation.",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Zendesk Answer Bot",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Help Scout",
          "domain": "helpscout.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.nice.com/info/top-performers-unveiled-the-best-ai-chatbot-picks-for-2024",
          "domain": "nice.com",
          "title": "Best AI Chatbot Solutions for 2024: Enhance Customer Engagement"
        },
        {
          "url": "https://www.teamsupport.com/best-ai-chatbots-b2b-customer-service/",
          "domain": "teamsupport.com",
          "title": "Top 10 AI Chatbots for B2B Customer Service in 2025"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "The 10 best AI customer support chatbots in 2026"
        },
        {
          "url": "https://www.assembled.com/page/best-chatbots-customer-service",
          "domain": "assembled.com",
          "title": "7 Best Chatbots for Customer Service Teams in 2025"
        },
        {
          "url": "https://thecxlead.com/tools/best-ai-chatbot-for-customer-service/",
          "domain": "thecxlead.com",
          "title": "10 Best AI Chatbots for Customer Service in 2026"
        },
        {
          "url": "https://www.usefini.com/guides/top-ai-customer-service-chatbots",
          "domain": "usefini.com",
          "title": "Best AI Customer Service Chatbots: Reviews & Pricing"
        },
        {
          "url": "https://dev.to/techverdi/best-ai-chatbot-development-services-2025-3c45",
          "domain": "dev.to",
          "title": "DEV Community"
        },
        {
          "url": "https://dev.to/tremblayjustin/best-ai-chatbots-of-2025-full-comparison-109g",
          "domain": "dev.to",
          "title": "DEV Community"
        },
        {
          "url": "https://learn.g2.com/ai-chatbot-software",
          "domain": "learn.g2.com",
          "title": "7 Best Free AI Chatbots I’ve Tried (and Loved!) for 2025"
        }
      ],
      "searchQueries": [
        "best AI chatbot customer support 2024 2025"
      ]
    },
    {
      "prompt": 1,
      "engine": "ANTHROPIC",
      "run": 2,
      "askedAt": "2026-10-09T01:28:15.141Z",
      "text": "Based on current reviews and testing, there's no single \"best\" option—it depends on your business type and needs. Here are the top-rated AI chatbots for customer support:\n\n1. **\nFin (by Intercom)\n** — https://www.intercom.com\n   \nRuns on Intercom's Apex AI models and pulls real-time answers from help docs, FAQs, and PDFs\n.\n\n2. **\nAda\n** — https://www.ada.cx\n   \nPowerful for omnichannel customer support automation and handles high volumes of inquiries\n.\n\n3. **\nZendesk\n** — https://www.zendesk.com\n   \nIts AI is trained on over 18 billion support interactions\n.\n\n4. **\nTidio Lyro AI\n** — https://www.tidio.com\n   \nSMB-friendly platform with an AI chatbot that learns from help center content and FAQ pages\n.\n\n5. **\nGorgias\n** — https://www.gorgias.com\n   \nBest for Shopify and ecommerce brands\n.\n\n6. **\nFeaturebase\n** — https://www.featurebase.app\n   \nFor fast-growing SaaS teams that want AI support with a help center at $0.29 per-resolution\n.",
      "brands": [
        {
          "name": "Fin (by Intercom)",
          "domain": "intercom.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Tidio Lyro AI",
          "domain": "tidio.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Featurebase",
          "domain": "featurebase.app"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "The 10 best AI customer support chatbots in 2026"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-customer-support",
          "domain": "fin.ai",
          "title": "11 Best AI Chatbots for Customer Support in 2026 - Fin AI Agent"
        },
        {
          "url": "https://www.mirrorfly.com/blog/ai-chatbots-for-customer-service/",
          "domain": "mirrorfly.com",
          "title": "10 Best AI Chatbots for Customer Service in 2026"
        },
        {
          "url": "https://www.proprofschat.com/blog/best-ai-chatbots/",
          "domain": "proprofschat.com",
          "title": "Top 11 AI Chatbots to Boost Customer Support in 2026"
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "11 Best Customer Service Chatbots in 2026 for 24/7 Assistance"
        },
        {
          "url": "https://chatarmin.com/en/blog/customer-service-chatbots",
          "domain": "chatarmin.com",
          "title": "The 10 Best Customer Service Chatbots 2026"
        },
        {
          "url": "https://www.featurebase.app/blog/best-ai-chatbots",
          "domain": "featurebase.app",
          "title": "Best AI Chatbots for Customer Support in 2026"
        },
        {
          "url": "https://thecxlead.com/tools/best-ai-chatbot-for-customer-service/",
          "domain": "thecxlead.com",
          "title": "10 Best AI Chatbots for Customer Service in 2026"
        },
        {
          "url": "https://dapta.ai/blog-posts/best-ai-chatbot-customer-service-2026/",
          "domain": "dapta.ai",
          "title": "Best Chatbot for Customer Service 2026: Buyer's Guide"
        }
      ],
      "searchQueries": [
        "best AI chatbot customer support 2026"
      ]
    },
    {
      "prompt": 1,
      "engine": "ANTHROPIC",
      "run": 3,
      "askedAt": "2026-10-09T01:29:11.592Z",
      "text": "Based on current 2026 reviews and rankings, there's no single \"best\" AI chatbot for customer support—it depends on your business type and budget. Here are the top options:\n\n1. **\nFin (Intercom)\n**\n   Website: fin.ai\n   \nRuns on Intercom's Apex AI models and pulls real-time answers from help docs, FAQs, and PDFs\n\n\n2. **\nZendesk\n**\n   Website: zendesk.com\n   \nAI is trained on over 18 billion support interactions\n; best for large-scale enterprises\n\n3. **\nGorgias\n**\n   Website: gorgias.com\n   \nBest for Shopify and ecommerce brands\n\n\n4. **\nTidio\n**\n   Website: tidio.com\n   \nSMB-friendly platform with Lyro AI chatbot that learns from help center content and FAQ pages\n\n\n5. **\nAda\n**\n   Website: ada.support\n   \nBuilt for large enterprises doing 300,000+ conversations a year\n\n\n6. **\nFreshdesk\n**\n   Website: freshdesk.com\n   \nBest for SMBs that want AI bundled in cheaply\n\n\n7. **\nDapta\n**\n   Website: dapta.ai\n   \nBuilt around AI voice and text agents that handle conversations across phone, chat, and WhatsApp",
      "brands": [
        {
          "name": "Fin (Intercom)",
          "domain": "fin.ai"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Dapta",
          "domain": "dapta.ai"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "The 10 best AI customer support chatbots in 2026"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-customer-support",
          "domain": "fin.ai",
          "title": "11 Best AI Chatbots for Customer Support in 2026 - Fin AI Agent"
        },
        {
          "url": "https://www.mirrorfly.com/blog/ai-chatbots-for-customer-service/",
          "domain": "mirrorfly.com",
          "title": "10 Best AI Chatbots for Customer Service in 2026"
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "11 Best Customer Service Chatbots in 2026 for 24/7 Assistance"
        },
        {
          "url": "https://www.proprofschat.com/blog/best-ai-chatbots/",
          "domain": "proprofschat.com",
          "title": "Top 11 AI Chatbots to Boost Customer Support in 2026"
        },
        {
          "url": "https://chatarmin.com/en/blog/customer-service-chatbots",
          "domain": "chatarmin.com",
          "title": "The 10 Best Customer Service Chatbots 2026"
        },
        {
          "url": "https://www.featurebase.app/blog/best-ai-chatbots",
          "domain": "featurebase.app",
          "title": "Best AI Chatbots for Customer Support in 2026"
        },
        {
          "url": "https://thecxlead.com/tools/best-ai-chatbot-for-customer-service/",
          "domain": "thecxlead.com",
          "title": "10 Best AI Chatbots for Customer Service in 2026"
        },
        {
          "url": "https://dapta.ai/blog-posts/best-ai-chatbot-customer-service-2026/",
          "domain": "dapta.ai",
          "title": "Best Chatbot for Customer Service 2026: Buyer's Guide"
        }
      ],
      "searchQueries": [
        "best AI chatbot customer support 2026"
      ]
    },
    {
      "prompt": 1,
      "engine": "PERPLEXITY",
      "run": 1,
      "askedAt": "2026-10-09T01:27:23.353Z",
      "text": "1. **Intercom Fin AI Agent** — [intercom.com](https://www.intercom.com/) — Best overall for teams wanting fast deployment, strong knowledge-base answers, and seamless human handoff.[1][5]\n2. **Zendesk AI** — [zendesk.com](https://www.zendesk.com/) — Best for established support departments already using Zendesk’s ticketing and help-desk ecosystem.[2][3]\n3. **Salesforce Agentforce** — [salesforce.com](https://www.salesforce.com/) — Best for large organizations that need deep CRM data, workflow automation, and enterprise controls.[2][3]\n4. **Freshdesk Freddy AI** — [freshworks.com](https://www.freshworks.com/) — Best value for small and midsize businesses using Freshdesk, with automated answers and ticket assistance.[2][3]\n5. **Gorgias AI Agent** — [gorgias.com](https://www.gorgias.com/) — Best for ecommerce brands handling order-status, returns, refunds, and Shopify-connected support.[2][3]\n6. **Ada** — [ada.cx](https://www.ada.cx/) — Best for larger companies needing multilingual, omnichannel automation across substantial support volumes.[2][5]\n7. **Tidio Lyro** — [tidio.com](https://www.tidio.com/) — Best for small businesses seeking an easy-to-install website chatbot with live-agent escalation.[2][3]",
      "brands": [
        {
          "name": "Intercom Fin AI Agent",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshworks.com"
        },
        {
          "name": "Gorgias AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.chatbase.co/blog/ai-chatbots-automate-customer-support",
          "domain": "chatbase.co",
          "title": "7 Best AI Chatbots for Customer Service With Human Handoff"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "Tidio: best for small..."
        },
        {
          "url": "https://www.cnbc.com/select/best-ai-chatbots-for-customer-service/",
          "domain": "cnbc.com",
          "title": "The best AI customer service chatbots for businesses of 2026"
        },
        {
          "url": "https://www.chatbot.com/blog/customer-service-ai-chatbot/",
          "domain": "chatbot.com",
          "title": "Customer Service AI Chatbots: 2026 Guide and Best Tools"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-customer-support",
          "domain": "fin.ai",
          "title": "11 Best AI Chatbots for Customer Support in 2026 - Fin AI Agent"
        },
        {
          "url": "https://www.bolddesk.com/blogs/best-ai-chatbots-for-customer-service",
          "domain": "bolddesk.com",
          "title": "www.bolddesk.com › blogs › best-ai-chatbots10 Best AI Chatbots for Customer Service (2026) | BoldDesk"
        },
        {
          "url": "https://www.kommunicate.io/blog/top-ai-chatbot-platforms/",
          "domain": "kommunicate.io",
          "title": "3. Proprofs Chat"
        },
        {
          "url": "https://www.chatbot.com/blog/best-ai-agents/",
          "domain": "chatbot.com",
          "title": "Best AI Agents in 2026: What Actually Works - ChatBot"
        },
        {
          "url": "https://www.bland.ai/blog/best-conversational-ai",
          "domain": "bland.ai",
          "title": "40+ Best Conversational AI Chatbots for Customer Support and ..."
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "10 Best Ways to Use Customer Service Automation For ..."
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 1,
      "engine": "PERPLEXITY",
      "run": 2,
      "askedAt": "2026-10-09T01:28:15.247Z",
      "text": "1. **Intercom Fin** — [intercom.com](https://www.intercom.com/fin) — Best overall for fast, high-quality answers, multilingual support, and seamless human handoff.[1][2]\n2. **Zendesk AI** — [zendesk.com](https://www.zendesk.com/ai/) — Best for established support teams already using Zendesk, with strong ticketing and knowledge-base integration.[2][3]\n3. **Salesforce Agentforce** — [salesforce.com](https://www.salesforce.com/agentforce/) — Best for large enterprises needing customer-service automation connected to CRM data.[2][3]\n4. **Freshdesk Freddy AI** — [freshworks.com](https://www.freshworks.com/customer-service-suite/ai/) — Best value for small and midsize teams seeking integrated AI support at a lower cost.[2][3]\n5. **Gorgias AI Agent** — [gorgias.com](https://www.gorgias.com/ai-agent) — Best for ecommerce brands, especially those handling order-status, returns, and product questions.[2][3]\n6. **Ada** — [ada.cx](https://www.ada.cx/) — Best for large companies that need multilingual, omnichannel automated support.[2][5]\n7. **Tidio Lyro** — [tidio.com](https://www.tidio.com/lyro/) — Best for small businesses wanting a simple chatbot with quick website deployment.[2][3]\n\nFor most businesses, **Intercom Fin** is the strongest overall choice; choose **Zendesk AI** or **Salesforce Agentforce** if your team already operates primarily in those platforms.[1][2]",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshworks.com"
        },
        {
          "name": "Gorgias AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.chatbase.co/blog/ai-chatbots-automate-customer-support",
          "domain": "chatbase.co",
          "title": "7 Best AI Chatbots for Customer Service With Human Handoff"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "Tidio: best for small..."
        },
        {
          "url": "https://www.cnbc.com/select/best-ai-chatbots-for-customer-service/",
          "domain": "cnbc.com",
          "title": "The best AI customer service chatbots for businesses of 2026"
        },
        {
          "url": "https://www.chatbot.com/blog/customer-service-ai-chatbot/",
          "domain": "chatbot.com",
          "title": "Customer Service AI Chatbots: 2026 Guide and Best Tools"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-customer-support",
          "domain": "fin.ai",
          "title": "11 Best AI Chatbots for Customer Support in 2026 - Fin AI Agent"
        },
        {
          "url": "https://www.bolddesk.com/blogs/best-ai-chatbots-for-customer-service",
          "domain": "bolddesk.com",
          "title": "www.bolddesk.com › blogs › best-ai-chatbots10 Best AI Chatbots for Customer Service (2026) | BoldDesk"
        },
        {
          "url": "https://www.kommunicate.io/blog/top-ai-chatbot-platforms/",
          "domain": "kommunicate.io",
          "title": "3. Proprofs Chat"
        },
        {
          "url": "https://www.chatbot.com/blog/best-ai-agents/",
          "domain": "chatbot.com",
          "title": "Best AI Agents in 2026: What Actually Works - ChatBot"
        },
        {
          "url": "https://www.bland.ai/blog/best-conversational-ai",
          "domain": "bland.ai",
          "title": "40+ Best Conversational AI Chatbots for Customer Support and ..."
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "10 Best Ways to Use Customer Service Automation For ..."
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 1,
      "engine": "PERPLEXITY",
      "run": 3,
      "askedAt": "2026-10-09T01:29:08.518Z",
      "text": "1. **Intercom Fin** — [intercom.com](https://www.intercom.com/fin) — Best overall for teams wanting an AI-first support agent with strong knowledge-base answers and human handoff.[1][5]\n2. **Zendesk AI** — [zendesk.com](https://www.zendesk.com/ai/) — Best for established support operations already using Zendesk, with deep ticketing and workflow integration.[2]\n3. **Salesforce Agentforce** — [salesforce.com](https://www.salesforce.com/agentforce/) — Best for large companies that need customer-support automation connected to CRM data and enterprise workflows.[2]\n4. **Ada** — [ada.cx](https://www.ada.cx/) — Best for sophisticated, multilingual enterprise automation across multiple customer-service channels.[2]\n5. **Gorgias AI Agent** — [gorgias.com](https://www.gorgias.com/ai) — Best for ecommerce brands, especially those needing automated order-status, returns, and product-support conversations.[2]\n6. **Freshdesk Freddy AI** — [freshworks.com](https://www.freshworks.com/freshdesk/ Freddy AI) — Best value-oriented option for small and midsize businesses using Freshdesk.[2]\n7. **Tidio Lyro** — [tidio.com](https://www.tidio.com/lyro/) — Best for small businesses wanting a relatively simple chatbot for website support and lead capture.[2][3]",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Gorgias AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshworks.com"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.chatbase.co/blog/ai-chatbots-automate-customer-support",
          "domain": "chatbase.co",
          "title": "7 Best AI Chatbots for Customer Service With Human Handoff"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai",
          "title": "Tidio: best for small..."
        },
        {
          "url": "https://www.cnbc.com/select/best-ai-chatbots-for-customer-service/",
          "domain": "cnbc.com",
          "title": "The best AI customer service chatbots for businesses of 2026"
        },
        {
          "url": "https://www.chatbot.com/blog/customer-service-ai-chatbot/",
          "domain": "chatbot.com",
          "title": "Customer Service AI Chatbots: 2026 Guide and Best Tools"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-customer-support",
          "domain": "fin.ai",
          "title": "11 Best AI Chatbots for Customer Support in 2026 - Fin AI Agent"
        },
        {
          "url": "https://www.bolddesk.com/blogs/best-ai-chatbots-for-customer-service",
          "domain": "bolddesk.com",
          "title": "www.bolddesk.com › blogs › best-ai-chatbots10 Best AI Chatbots for Customer Service (2026) | BoldDesk"
        },
        {
          "url": "https://www.kommunicate.io/blog/top-ai-chatbot-platforms/",
          "domain": "kommunicate.io",
          "title": "3. Proprofs Chat"
        },
        {
          "url": "https://www.chatbot.com/blog/best-ai-agents/",
          "domain": "chatbot.com",
          "title": "Best AI Agents in 2026: What Actually Works - ChatBot"
        },
        {
          "url": "https://www.bland.ai/blog/best-conversational-ai",
          "domain": "bland.ai",
          "title": "40+ Best Conversational AI Chatbots for Customer Support and ..."
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "10 Best Ways to Use Customer Service Automation For ..."
        }
      ],
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    },
    {
      "prompt": 1,
      "engine": "GEMINI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:23.949Z",
      "text": "1. **Fin by Intercom**\n   - Website: [intercom.com](https://www.intercom.com)\n   - Exceptional native helpdesk pairing that uses advanced LLMs to ingest your existing documentation and accurately resolve up to half or more of routine user queries.\n\n2. **Zendesk AI Agents**\n   - Website: [zendesk.com](https://www.zendesk.com)\n   - Enterprise-grade automation that plugs directly into established ticketing workflows, offering robust safety guardrails and multi-channel support.\n\n3. **Botpress**\n   - Website: [botpress.com](https://botpress.com)\n   - Highly flexible, visual builder platform empowering technical and non-technical teams alike to design hyper-customizable conversational agents with robust backend integrations.\n\n4. **Tidio (Lyro AI)**\n   - Website: [tidio.com](https://www.tidio.com)\n   - Perfect for e-commerce and smaller businesses, featuring a quick setup that trains on your FAQ or website links to instantly deflect repetitive order-tracking and product queries.\n\n5. **Freshdesk (Freddy AI)**\n   - Website: [freshworks.com](https://www.freshworks.com)\n   - Streamlined, unified support suite that uses agentic AI to assist human reps and automate ticket categorization, response drafting, and self-service resolution.\n\n6. **Ada**\n   - Website: [ada.cx](https://www.ada.cx)\n   - An enterprise-focused conversational AI platform built to automate complex customer interactions autonomously across web, social, and messaging channels.",
      "brands": [
        {
          "name": "Fin by Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        },
        {
          "name": "Freshdesk (Freddy AI)",
          "domain": "freshworks.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
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      "text": "1. **Intercom (Fin AI Agent)**\n   - Website: [intercom.com](https://www.intercom.com)\n   - Industry-leading AI agent that integrates deeply with helpdesk workflows and offers resolution-based pricing.\n\n2. **Zendesk (Zendesk AI Agents)**\n   - Website: [zendesk.com](https://www.zendesk.com)\n   - Highly customizable, enterprise-grade AI autonomous agents that smoothly ingest existing knowledge bases to manage high ticket volumes.\n\n3. **Tidio (Lyro AI)**\n   - Website: [tidio.com](https://www.tidio.com)\n   - Excellent for small-to-medium businesses wanting fast setup, conversational support, and built-in sales conversion capabilities.\n\n4. **Freshdesk (Freddy AI)**\n   - Website: [freshworks.com/freshdesk](https://www.freshworks.com/freshdesk)\n   - Unifies automated AI responses with human agent ticketing, great for robust multilingual support and root-cause analytics.\n\n5. **Botpress**\n   - Website: [botpress.com](https://botpress.com)\n   - A flexible, powerful conversational builder designed for teams that want deep custom control over their support bot architecture.\n\n6. **Ada**\n   - Website: [ada.cx](https://www.ada.cx)\n   - An automated customer service AI agent built for fast deployment, advanced integrations, and zero-code maintenance by support teams.",
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          "name": "Intercom",
          "domain": "intercom.com"
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      "text": "1. **Intercom (Fin AI Agent)**  \n   [intercom.com](https://www.intercom.com)  \n   An advanced customer service AI agent that integrates deeply with help desks to resolve complex queries using your existing knowledge base and context.\n\n2. **Botpress**  \n   [botpress.com](https://botpress.com)  \n   A powerful, highly customizable developer-focused platform that allows for deep integrations and precise conversational logic building.\n\n3. **Zendesk AI Agents**  \n   [zendesk.com](https://www.zendesk.com)  \n   Enterprise-grade automated support agents designed to deflect tickets seamlessly and transition conversations to human agents within a robust ticketing infrastructure.\n\n4. **Tidio (Lyro AI)**  \n   [tidio.com](https://www.tidio.com)  \n   An intuitive, user-friendly AI support chatbot tailored for small-to-medium businesses and e-commerce stores looking for fast setup.\n\n5. **Ada**  \n   [ada.cx](https://www.ada.cx)  \n   An enterprise-focused automated customer interaction platform built to resolve high volumes of inquiries across multiple digital channels with minimal maintenance.\n\n6. **Freshdesk (Freddy AI)**  \n   [freshworks.com/freshdesk](https://www.freshworks.com/freshdesk)  \n   A unified customer service solution featuring built-in generative AI capabilities to summarize tickets, automate routine responses, and empower support teams.",
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      "text": "**1. Intercom Fin**  \nhttps://www.intercom.com/fin  \nTop-ranked for autonomous resolutions across chat, email, and social with outcome-based pricing that charges only on success.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**2. Tidio (Lyro AI)**  \nhttps://www.tidio.com/  \nFrequently #1 for SMBs and e-commerce with fast no-code setup, Claude-powered answers, and strong value plans.[[2]](https://www.itechguides.com/best/ai-customer-service-software/)\n\n**3. Zendesk AI Agents**  \nhttps://www.zendesk.com/ai/  \nExcellent native integration for Zendesk users with high channel support and reliable automation in enterprise suites.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**4. Gorgias**  \nhttps://www.gorgias.com/  \nBest for e-commerce teams with order-aware AI that handles shipping, returns, and Shopify data seamlessly.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**5. Freshworks Freddy AI**  \nhttps://www.freshworks.com/freddy-ai/  \nStrong value pick for mid-market teams already on Freshdesk with affordable session-based AI add-ons.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**6. Ada**  \nhttps://www.ada.cx/  \nEnterprise favorite for true omnichannel support (web, voice, email, social) and scalable multi-agent workflows.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**7. Forethought**  \nhttps://www.forethought.ai/  \nLeading enterprise option with multi-agent systems and no-code Autoflows for complex autonomous support.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)",
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          "name": "Gorgias",
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      "askedAt": "2026-10-09T01:28:28.638Z",
      "text": "**1. Intercom Fin**  \nintercom.com  \nFrequently ranked as the top overall AI agent for its strong resolution rates, multi-channel support, and outcome-based pricing.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**2. Tidio (Lyro AI)**  \ntidio.com  \nTop pick for SMBs and e-commerce due to quick no-code setup, solid performance, and affordable plans with a free tier option.[[2]](https://www.itechguides.com/best/ai-customer-service-software/)\n\n**3. Zendesk AI Agents**  \nzendesk.com  \nExcellent for teams already using Zendesk, offering deep integration, high channel coverage, and reliable automation.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**4. Gorgias AI Agent**  \ngorgias.com  \nBest for e-commerce businesses with strong order and shipping handling plus seamless helpdesk integration.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**5. Freshworks Freddy AI**  \nfreshworks.com  \nStrong value option for mid-market teams with easy add-on pricing and effective email/ticket automation.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**6. Ada**  \nada.cx  \nLeading enterprise choice for true omnichannel support across web, voice, email, and social with advanced capabilities.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**7. Forethought**  \nforethought.ai  \nEnterprise-focused with multi-agent systems and no-code training for complex autonomous workflows.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)",
      "brands": [
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          "domain": "intercom.com"
        },
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        },
        {
          "name": "Zendesk AI Agents",
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        {
          "name": "Gorgias AI Agent",
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        },
        {
          "name": "Freshworks Freddy AI",
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          "name": "Ada",
          "domain": "ada.cx"
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      "text": "**1. Intercom Fin**  \nintercom.com  \nTop-rated for high resolution rates across chat, email, and social with flexible per-resolution pricing.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**2. Tidio (Lyro AI)**  \ntidio.com  \nBest value for SMBs and e-commerce with fast no-code setup, free tier, and strong customer reviews.[[2]](https://www.itechguides.com/best/ai-customer-service-software/)\n\n**3. Zendesk AI Agents**  \nzendesk.com  \nEnterprise favorite for seamless integration with Zendesk helpdesks and advanced omnichannel support.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**4. Freshworks Freddy AI**  \nfreshworks.com  \nExcellent value add-on for Freshdesk users with strong automation and affordable per-session pricing.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**5. Gorgias AI Agent**  \ngorgias.com  \nTop pick for e-commerce teams due to deep Shopify integration and order-aware responses.[[1]](https://appscribed.com/ai-chatbot-for-customer-service/)\n\n**6. Ada**  \nada.cx  \nStrong omnichannel enterprise option handling web, voice, email, and social at scale.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**7. Forethought**  \nforethought.ai  \nEnterprise leader with multi-agent autonomous workflows and no-code training features.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)",
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        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshworks Freddy AI",
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        },
        {
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          "name": "Ada",
          "domain": "ada.cx"
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      "prompt": 1,
      "engine": "AI_OVERVIEW",
      "run": 1,
      "askedAt": "2026-10-10T15:14:16.134Z",
      "text": "The best AI chatbot for customer support depends on your business size, budget, and platform needs:\n\n- **Intercom Fin:** The strongest all-rounder for small-to-medium SaaS and growing businesses. It trains directly on your help center, pulls live data via API integrations, supports multilingual communication out of the box, and uses a performance-based pricing model ($0.99 per resolution).[[1]](https://www.reddit.com/r/AgentsOfAI/comments/1toyf28/best_ai_chatbot_for_customer_support_in_2026/)\n- **Sierra:** The leading enterprise-grade AI agent platform co-founded by former Salesforce and OpenAI leaders. It handles multi-channel conversations (including voice as a first-class channel) and uses outcome-based pricing, making it ideal for large enterprises with high support volumes.[[1]](https://www.youtube.com/watch?v=uO76XJ05N8s&t=444)\n- **Chatbase:** A top choice if you want to train an AI agent directly on custom documentation, PDFs, and website articles. It offers strong integrations with tools like Zendesk, Salesforce, Stripe, and Shopify.[[1]](https://www.reddit.com/r/automation/comments/1krzg1h/ai_for_customer_support_what_tools_are_the_best/)[[2]](https://www.reddit.com/r/AgentsOfAI/comments/1toyf28/best_ai_chatbot_for_customer_support_in_2026/)\n- **Tidio & ProProfs Chat:** Best options for small businesses, e-commerce, and budget-conscious teams looking to combine live chat with AI-driven FAQ automation and straightforward no-code setups.[[1]](https://www.youtube.com/watch?v=eXFYMn-CxDg)[[2]](https://www.reddit.com/r/AgentsOfAI/comments/1toyf28/best_ai_chatbot_for_customer_support_in_2026/)\n\nTo help you narrow down the best fit, tell me:\n\n- What is your **monthly support ticket volume**?\n- Which **helpdesk or e-commerce platform** do you currently use (e.g., Shopify, Zendesk, Intercom)?\n- Are you looking for **text-based chat**, **voice support** , or both?",
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        },
        {
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        },
        {
          "name": "Shopify"
        },
        {
          "name": "Zendesk"
        },
        {
          "name": "Intercom"
        }
      ],
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          "domain": "reddit.com",
          "title": "AI for Customer Support: What tools are the best for SaaS/Full Stack?"
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      "run": 1,
      "askedAt": "2026-10-09T01:27:35.116Z",
      "text": "1. **Intercom — Fin (Intercom Fin AI Agent)**  \n   Website: https://www.intercom.com  \n   Why: Best out-of-the-box conversational AI for SaaS product support — strong autonomous resolution rates, deep in-app conversational context and analytics. ([intercom.com](https://www.intercom.com/help/en/articles/7837533-fin-ai-agent-reporting?utm_source=openai))\n\n2. **Zendesk — Zendesk AI Agents (Answer/AI Agents)**  \n   Website: https://www.zendesk.com  \n   Why: Enterprise-grade, multi-channel AI that layers into mature ticketing workflows and scales across email, chat, voice and apps. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai))\n\n3. **Freshdesk / Freshworks — Freddy AI**  \n   Website: https://www.freshdesk.com (Freshworks / Freddy AI pages)  \n   Why: Strong value for SMBs and mid-market SaaS teams — agent copilot, automated triage and insights at lower price points. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai))\n\n4. **Ada**  \n   Website: https://www.ada.cx  \n   Why: Designed for high-volume autonomous support — flexible no-code flows and strong automation across chat, messaging and channels. ([aipulse.nanocorp.app](https://aipulse.nanocorp.app/articles/best-ai-customer-support-tools-2026-intercom-zendesk-ada-gorgias-freshdesk-tidio?utm_source=openai))\n\n5. **Gorgias**  \n   Website: https://www.gorgias.com  \n   Why: Fast-to-deploy, chat-first AI for product/transactional support (popular with e‑commerce but also used by SaaS teams for ticket automation). ([aipulse.nanocorp.app](https://aipulse.nanocorp.app/articles/best-ai-customer-support-tools-2026-intercom-zendesk-ada-gorgias-freshdesk-tidio?utm_source=openai))\n\n6. **Tidio**  \n   Website: https://www.tidio.com  \n   Why: Lightweight, affordable AI chat + chatbot builder for SaaS teams wanting quick self-service and conversational automation. ([techsifted.com](https://techsifted.com/roundups/best-ai-tools-customer-support-2026/?utm_source=openai))\n\n7. **Front + Front AI**  \n   Website: https://www.front.com  \n   Why: Great if your support is email-centric — strong agent-assist AI, shared inbox workflow and routing for SaaS help desks. ([intercom.com](https://www.intercom.com/learning-center/best-help-desk-software?utm_source=openai))\n\nIf you want, I can now:\n- map these to your tech stack (helpdesk used today, channels, monthly volume), or  \n- give a short comparison table showing pricing tiers, pros/cons, and typical autonomous-resolution % for each. Which would you prefer?",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Front",
          "domain": "front.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.intercom.com/help/en/articles/7837533-fin-ai-agent-reporting?utm_source=openai",
          "domain": "intercom.com",
          "title": "Fin AI Agent reporting | Intercom Help"
        },
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Overview of Zendesk AI offerings – Zendesk help"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "Enhance Customer Support with Freddy AI: Self-Service, Copilot, and Insights : Freshdesk Support"
        },
        {
          "url": "https://aipulse.nanocorp.app/articles/best-ai-customer-support-tools-2026-intercom-zendesk-ada-gorgias-freshdesk-tidio?utm_source=openai",
          "domain": "aipulse.nanocorp.app",
          "title": "Best AI Customer Support Tools 2026: Intercom vs Zendesk vs Ada vs Gorgias | AIPulse"
        },
        {
          "url": "https://techsifted.com/roundups/best-ai-tools-customer-support-2026/?utm_source=openai",
          "domain": "techsifted.com",
          "title": "Best AI Tools for Customer Support in 2026: Ranked for Teams That Actually Resolve Tickets | TechSifted"
        },
        {
          "url": "https://www.intercom.com/learning-center/best-help-desk-software?utm_source=openai",
          "domain": "intercom.com",
          "title": "10 Best Helpdesk Software Platforms in 2026"
        }
      ],
      "searchQueries": [
        "best AI help desk software 2026 Intercom Resolution Bot Ada Zendesk Freddy Freshdesk Ultimate.ai comparison",
        "Zendesk AI Answer Bot 2026 features",
        "Intercom Resolution Bot AI Fin 2026 features",
        "Ada AI chatbot for customer service 2026 features",
        "Ultimate.ai AI customer service 2026 features",
        "Freshdesk Freddy AI 2026 features"
      ]
    },
    {
      "prompt": 2,
      "engine": "OPENAI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:31.622Z",
      "text": "1. **Zendesk AI Agents** — https://www.zendesk.com  \n   Best for mature SaaS help desks that need multi‑channel AI (email, chat, voice) with deep platform integration and enterprise controls. ([zendesk.com](https://www.zendesk.com/newsroom/articles/relate-2026/?utm_source=openai))\n\n2. **Freshdesk — Freddy AI** — https://www.freshdesk.com (Freshworks / Freddy AI)  \n   Strong if you want agent‑assist + deflection with built‑in insights and a proven Copilot that speeds resolution across tickets. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai))\n\n3. **Gorgias — AI Agent** — https://www.gorgias.com  \n   Excellent for product‑led SaaS/ecommerce teams that need conversation automation plus workflow actions (order/subscription tasks) tightly coupled to the helpdesk. ([docs.gorgias.com](https://docs.gorgias.com/en-US/articles/ai-agent-and-automations-135134?utm_source=openai))\n\n4. **Chatbase (or similar knowledge‑first assistants)** — https://www.chatbase.co  \n   Best when you want a lightweight, data‑trained assistant built directly from your docs/KB/PDFs that stays narrowly on‑brand and on‑topic. ([reddit.com](https://www.reddit.com/r/AgentsOfAI/comments/1sx9bqz/the_best_ai_customer_support_agent_for_saas_b2c/?utm_source=openai))\n\n5. **Rezolve.ai** — https://www.rezolve.ai  \n   Good option for internal IT/employee helpdesks or Teams‑centric support where automated workflow resolution and knowledge deflection matter most. ([reddit.com](https://www.reddit.com/r/u_Scared-Tax4747/comments/1ua4yoy/the_8_best_ai_itsm_platforms_in_2026_what_i_found/?utm_source=openai))\n\nNotes to help you choose quickly:\n- If you prioritize enterprise scale, compliance, and multi‑channel continuity choose Zendesk. ([zendesk.com](https://www.zendesk.com/newsroom/articles/relate-2026/?utm_source=openai))  \n- If you want fastest time‑to‑value for agent assist + analytics inside a single support product pick Freshdesk/Freddy. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai))  \n- If your product is commerce‑adjacent or you need the agent to execute order/subscription actions, Gorgias is optimized for that. ([docs.gorgias.com](https://docs.gorgias.com/en-US/articles/ai-agent-and-automations-135134?utm_source=openai))\n\nIf you’d like, I can rank these specifically for your SaaS by company size, pricing sensitivity, required channels (email/chat/voice), or whether you need agent‑assist vs full autonomous deflection — tell me which constraint to use and I’ll reorder and expand.",
      "brands": [
        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk — Freddy AI",
          "domain": "freshdesk.com"
        },
        {
          "name": "Gorgias — AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Rezolve.ai",
          "domain": "rezolve.ai"
        }
      ],
      "sources": [
        {
          "url": "https://www.zendesk.com/newsroom/articles/relate-2026/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "Zendesk Introduces the Autonomous Service Workforce, Defining the Future of Customer and Employee Service"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "Enhance Customer Support with Freddy AI: Self-Service, Copilot, and Insights : Freshdesk Support"
        },
        {
          "url": "https://docs.gorgias.com/en-US/articles/ai-agent-and-automations-135134?utm_source=openai",
          "domain": "docs.gorgias.com",
          "title": "AI Agent & automation features"
        },
        {
          "url": "https://www.reddit.com/r/AgentsOfAI/comments/1sx9bqz/the_best_ai_customer_support_agent_for_saas_b2c/?utm_source=openai",
          "domain": "reddit.com",
          "title": "The best AI Customer Support Agent for Saas, B2C and Brands in 2026"
        },
        {
          "url": "https://www.reddit.com/r/u_Scared-Tax4747/comments/1ua4yoy/the_8_best_ai_itsm_platforms_in_2026_what_i_found/?utm_source=openai",
          "domain": "reddit.com",
          "title": "The 8 Best AI ITSM Platforms in 2026: What I Found"
        }
      ],
      "searchQueries": [
        "best AI support agent for SaaS help desk 2026",
        "Ada support AI agent 2026 features",
        "Forethought Agatha AI support 2026",
        "Zendesk AI agent Zendesk Answer Bot 2026 features",
        "Freshdesk Freddy AI 2026 features",
        "Gorgias AI agent 2026 ecommerce support",
        "Ultimate AI for helpdesk: Capacity.ai 2026 features",
        "Ultimate AI support agent for SaaS help desk comparison Ada Forethought Capacity Zendesk Freshdesk Gorgias 2025 2026 reviews"
      ]
    },
    {
      "prompt": 2,
      "engine": "OPENAI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:23.913Z",
      "text": "1. **ServiceNow Flow (Flow by ServiceNow)** — https://www.servicenow.com  \n   Best for large SaaS teams that need an AI-native, agentic service desk with strong orchestration, governance, and integrations across enterprise systems. ([newsroom.servicenow.com](https://newsroom.servicenow.com/press-releases/details/2026/Introducing-Flow-by-ServiceNow-a-new-AI-service-desk-that-deploys-instantly/default.aspx?utm_source=openai))\n\n2. **Zendesk (Sunshine / AI Agents)** — https://www.zendesk.com  \n   Best when you want AI layered on a mature support stack with robust developer platform and wide channel support (good for scaling omnichannel SaaS help desks). ([zendesk.com](https://www.zendesk.com/platform/?utm_source=openai))\n\n3. **Freshdesk (Freddy AI)** — https://www.freshdesk.com / https://www.freshworks.com  \n   Best for fast deployment and strong agent-augmentation (Copilot + auto-triage) at a competitive price for SaaS support teams. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai))\n\n4. **Intercom (Resolution Assistant / Fin / Conversational AI features)** — https://www.intercom.com  \n   Best for product-led SaaS teams that need a conversational-first, in-app support agent with smooth handoffs to human agents and product context. ([botpress.com](https://botpress.com/blog/ai-helpdesk-for-saas?utm_source=openai))\n\n5. **Ada** — https://www.ada.support  \n   Best for high-deflection self-service at scale (no-code flows, multilingual support) when you need high automation across chat/email/voice. ([botpress.com](https://botpress.com/blog/ai-helpdesk-for-saas?utm_source=openai))\n\n6. **Kustomer AI (Kustomer)** — https://www.kustomer.com  \n   Best for teams that need a standalone enterprise AI layer that can sit on top of existing CX systems and execute contextual workflows. ([kustomer.com](https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai))\n\n7. **Botpress / Chatbase / Ultimate.AI (recommended if you want a more customizable/BYO model approach)** — https://botpress.com — https://www.chatbase.co — https://www.ultimate.ai  \n   Best when you want more control over model choice, training on your docs, or a more engineering-customizable agent that stays tightly on-brand and on-data. ([botpress.com](https://botpress.com/blog/ai-helpdesk-for-saas?utm_source=openai))\n\nNotes (short): I ranked these by typical fit for SaaS help desks (enterprise orchestration and integrations first, then omnichannel mature platforms, then fast-to-deploy agent-augmentation, then self-service specialists, then standalone/BYO/custom options). If you want, I can: (a) narrow this to only mid-market/SMB options, (b) compare two finalists side-by-side on pricing, integration needs, and expected deflection rate, or (c) produce a short checklist so you can pick the best fit for your stack. Which would you like next?",
      "brands": [
        {
          "name": "ServiceNow Flow",
          "domain": "servicenow.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Kustomer AI",
          "domain": "kustomer.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Ultimate.AI",
          "domain": "ultimate.ai"
        }
      ],
      "sources": [
        {
          "url": "https://newsroom.servicenow.com/press-releases/details/2026/Introducing-Flow-by-ServiceNow-a-new-AI-service-desk-that-deploys-instantly/default.aspx?utm_source=openai",
          "domain": "newsroom.servicenow.com",
          "title": "Introducing Flow by ServiceNow: a new AI-native service desk that deploys instantly - ServiceNow Newsroom"
        },
        {
          "url": "https://www.zendesk.com/platform/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "Develop custom experiences with the Zendesk Platform | Zendesk Sunshine"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000010359-overview-of-freddy-ai-for-ticketing?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "Enhance Customer Support with Freddy AI: Self-Service, Copilot, and Insights : Freshdesk Support"
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas?utm_source=openai",
          "domain": "botpress.com",
          "title": "Best AI Helpdesk for SaaS Teams: Top 10 Platforms Compared (2026)"
        },
        {
          "url": "https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai",
          "domain": "kustomer.com",
          "title": "Kustomer Launches Standalone Enterprise AI Platform | Kustomer"
        }
      ],
      "searchQueries": [
        "best AI support agent for SaaS help desk 2026 top vendors",
        "Gong AI support agent for helpdesk 'best' 2026 conversational AI helpdesk vendors",
        "Zendesk AI agent 2026 features Guide Answer Bot Sunshine AI",
        "Freshdesk Freddy AI 2026 features",
        "Intercom AI 2026 'Fin' or 'Resolution Assistant' features",
        "Ada support AI 2026 features conversational bot",
        "Ultimate.AI 2026 customer service automation AI",
        "Kustomer by Meta? 'Kustomer AI' 2026",
        "DigitalGenius 2026 AI for helpdesk",
        "ServiceNow Virtual Agent 2026 conversational AI for SaaS help desk"
      ]
    },
    {
      "prompt": 2,
      "engine": "ANTHROPIC",
      "run": 1,
      "askedAt": "2026-10-09T01:27:35.316Z",
      "text": "Based on current 2026 rankings, here are the best AI support agents for a SaaS help desk:\n\n1. **Intercom Fin** — https://www.intercom.com/fin\n   \nThe #1 AI Agent for customer service with 76% average resolution rate across 12,000+ customers at $0.99 per outcome.\n\n\n2. **Gleap (Kai)** — https://www.gleap.io\n   \nBest fit for SaaS and mobile teams that want AI support connected to in-app bug reporting, customer feedback, session context, and a predictable platform subscription.\n\n\n3. **Zendesk AI** — https://www.zendesk.com\n   \nNative ticketing enhancement best for teams already on Zendesk.\n\n\n4. **Freshdesk Freddy AI** — https://www.freshdesk.com\n   \nBest for teams that already use Freshdesk and want to add AI assistance without switching platforms; useful for agent assistance, suggested replies, summarization, and customer-facing automation.\n\n\n5. **Ada** — https://www.ada.cx\n   \nNon-technical teams automating at scale with no-code AI automation.\n\n\n6. **Forethought** — https://www.forethought.ai\n   \nEnterprise AI customer support platform with multi-agent autonomous resolution across 70+ integrations, acquired by Zendesk in 2026.",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Gleap",
          "domain": "gleap.io"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshdesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        }
      ],
      "sources": [
        {
          "url": "https://www.gleap.io/blog/best-ai-agents-saas-customer-support-2026",
          "domain": "gleap.io",
          "title": "5 Best AI Agents for SaaS Customer Support in 2026 (Ranked & Compared) - Gleap"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-helpdesk-for-saas",
          "domain": "eesel.ai",
          "title": "7 best AI helpdesks for SaaS companies in 2026"
        },
        {
          "url": "https://www.balto.ai/blog/best-ai-agent-assist-software-for-support-teams/",
          "domain": "balto.ai",
          "title": "9 Best AI Agent Assist Software for Support Teams 2026"
        },
        {
          "url": "https://www.usefini.com/guides/best-ai-customer-support-platforms-saas-2026",
          "domain": "usefini.com",
          "title": "Top 10 AI Customer Support Platforms for SaaS Companies in 2026"
        },
        {
          "url": "https://www.bluetweak.com/blog/ai-help-desk-software",
          "domain": "bluetweak.com",
          "title": "12 Best AI Help Desk Software Platforms for 2026"
        },
        {
          "url": "https://helply.com/blog/15-best-ai-agents-for-small-business",
          "domain": "helply.com",
          "title": "Best AI Agents for Small B2B SaaS Support Teams"
        },
        {
          "url": "https://theaiagentindex.com/ai-customer-support-agents/saas",
          "domain": "theaiagentindex.com",
          "title": "Top AI Support Agents for SaaS (2026)"
        },
        {
          "url": "https://techradar.com/best/best-helpdesk-software",
          "domain": "techradar.com",
          "title": "Best help desk software of 2026"
        }
      ],
      "searchQueries": [
        "best AI support agent SaaS help desk 2026"
      ]
    },
    {
      "prompt": 2,
      "engine": "ANTHROPIC",
      "run": 2,
      "askedAt": "2026-10-09T01:28:27.074Z",
      "text": "I'll search for the best AI support agents designed for SaaS help desks.\nBased on current 2026 evaluations, here are the best AI support agents for SaaS help desks:\n\n1. **\nGleap (Kai)\n**, https://gleap.io\n   \nBest for SaaS and mobile teams wanting AI support connected to in-app bug reporting, customer feedback, session context, and a predictable platform subscription.\n\n\n2. **\nIntercom Fin\n**, https://intercom.com\n   \nOne of the most mature AI support agents on the market and a strong option for companies already relying on Intercom who want AI resolution inside the same environment.\n\n\n3. **\neesel AI\n**, https://eesel.ai\n   \nDeploys autonomous support agents inside Zendesk, Freshdesk, Intercom, and Gorgias with usage-based pricing at $0.40 per ticket and no platform fee.\n\n\n4. **\nFreshdesk Freddy AI\n**, https://freshdesk.com\n   \nBest for teams already using Freshdesk who want to add AI assistance without switching platforms, offering agent assistance, suggested replies, summarization, and customer-facing automation.\n\n\n5. **\nForethought\n**, https://forethought.ai\n   \nAn autonomous AI agent purpose-built for support ticket workflows with three products: Solve (auto-resolves common tickets), Triage (intent-classifies and routes), and Assist (suggests replies to agents).\n\n\n6. **\nChatbase\n**, https://chatbase.co\n   \nThe same agent works across website chat, email, WhatsApp, Facebook Messenger, Instagram DM, Slack, and phone support with a built-in Help Desk for human agent review and takeover.",
      "brands": [
        {
          "name": "Gleap",
          "domain": "gleap.io"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshdesk.com"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        }
      ],
      "sources": [
        {
          "url": "https://www.gleap.io/blog/best-ai-agents-saas-customer-support-2026",
          "domain": "gleap.io",
          "title": "5 Best AI Agents for SaaS Customer Support in 2026 (Ranked & Compared) - Gleap"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-helpdesk-for-saas",
          "domain": "eesel.ai",
          "title": "7 best AI helpdesks for SaaS companies in 2026"
        },
        {
          "url": "https://www.usefini.com/guides/best-ai-customer-support-platforms-saas-2026",
          "domain": "usefini.com",
          "title": "Top 10 AI Customer Support Platforms for SaaS Companies in 2026"
        },
        {
          "url": "https://www.bluetweak.com/blog/ai-help-desk-software",
          "domain": "bluetweak.com",
          "title": "12 Best AI Help Desk Software Platforms for 2026"
        },
        {
          "url": "https://www.balto.ai/blog/best-ai-agent-assist-software-for-support-teams/",
          "domain": "balto.ai",
          "title": "9 Best AI Agent Assist Software for Support Teams 2026"
        },
        {
          "url": "https://helply.com/blog/15-best-ai-agents-for-small-business",
          "domain": "helply.com",
          "title": "Best AI Agents for Small B2B SaaS Support Teams"
        },
        {
          "url": "https://theaiagentindex.com/ai-customer-support-agents/saas",
          "domain": "theaiagentindex.com",
          "title": "Top AI Support Agents for SaaS (2026)"
        },
        {
          "url": "https://techradar.com/best/best-helpdesk-software",
          "domain": "techradar.com",
          "title": "Best help desk software of 2026"
        }
      ],
      "searchQueries": [
        "best AI support agent SaaS help desk 2026"
      ]
    },
    {
      "prompt": 2,
      "engine": "ANTHROPIC",
      "run": 3,
      "askedAt": "2026-10-09T01:29:20.974Z",
      "text": "Based on current 2026 rankings, here are the best AI support agents for SaaS help desks:\n\n1. **\nGleap (Kai)\n** - https://www.gleap.io\n   \nBest fit for SaaS and mobile teams that want AI support connected to in-app bug reporting, customer feedback, session context, and a predictable platform subscription.\n\n\n2. **\nIntercom Fin\n** - https://www.intercom.com\n   \nOne of the most mature AI support agents on the market and a strong option for companies that already rely on Intercom and want AI resolution inside the same environment.\n\n\n3. **\nZendesk AI\n** - https://www.zendesk.com\n   \nStarting at $55/agent/month with up to 80% resolution rate, best for large enterprises.\n\n\n4. **\nAda\n** - https://www.ada.cx\n   \nBest for non-technical teams automating at scale with no-code AI automation.\n\n\n5. **\nFreshdesk Freddy AI\n** - https://www.freshdesk.com\n   \nBest for teams that already use Freshdesk and want to add AI assistance without switching platforms.\n\n\n6. **\nEesel AI\n** - https://www.eesel.ai\n   \nDelivers 81% autonomous resolution rate on average, with simulation mode testing on historical tickets pre-deployment and connection to 100+ platforms including Zendesk, Freshdesk, and Intercom.",
      "brands": [
        {
          "name": "Gleap",
          "domain": "gleap.io"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshdesk.com"
        },
        {
          "name": "Eesel AI",
          "domain": "eesel.ai"
        }
      ],
      "sources": [
        {
          "url": "https://www.gleap.io/blog/best-ai-agents-saas-customer-support-2026",
          "domain": "gleap.io",
          "title": "5 Best AI Agents for SaaS Customer Support in 2026 (Ranked & Compared) - Gleap"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-helpdesk-for-saas",
          "domain": "eesel.ai",
          "title": "7 best AI helpdesks for SaaS companies in 2026"
        },
        {
          "url": "https://www.balto.ai/blog/best-ai-agent-assist-software-for-support-teams/",
          "domain": "balto.ai",
          "title": "9 Best AI Agent Assist Software for Support Teams 2026"
        },
        {
          "url": "https://www.usefini.com/guides/best-ai-customer-support-platforms-saas-2026",
          "domain": "usefini.com",
          "title": "Top 10 AI Customer Support Platforms for SaaS Companies in 2026"
        },
        {
          "url": "https://www.bluetweak.com/blog/ai-help-desk-software",
          "domain": "bluetweak.com",
          "title": "12 Best AI Help Desk Software Platforms for 2026"
        },
        {
          "url": "https://helply.com/blog/15-best-ai-agents-for-small-business",
          "domain": "helply.com",
          "title": "Best AI Agents for Small B2B SaaS Support Teams"
        },
        {
          "url": "https://theaiagentindex.com/ai-customer-support-agents/saas",
          "domain": "theaiagentindex.com",
          "title": "Top AI Support Agents for SaaS (2026)"
        },
        {
          "url": "https://techradar.com/best/best-helpdesk-software",
          "domain": "techradar.com",
          "title": "Best help desk software of 2026"
        }
      ],
      "searchQueries": [
        "best AI support agent SaaS help desk 2026"
      ]
    },
    {
      "prompt": 2,
      "engine": "PERPLEXITY",
      "run": 1,
      "askedAt": "2026-10-09T01:27:36.593Z",
      "text": "1. **Intercom Fin** — intercom.com — Best overall for SaaS teams, combining AI resolution, ticketing, inbox, help-center content, and product-led support in one platform.[1][5][6]\n\n2. **Botpress** — botpress.com — Best for companies wanting an AI-native agent with extensive workflow customization and full ticket-lifecycle automation.[2]\n\n3. **Fini** — usefini.com — Best for B2B SaaS support involving complex product questions and high-stakes troubleshooting.[7]\n\n4. **Lorikeet** — lorikeetcx.ai — Best for advanced support workflows requiring troubleshooting, billing actions, and controlled human escalation.[9]\n\n5. **My AskAI** — myaskai.com — Best for adding an AI agent to an existing Zendesk, Intercom, Freshdesk, Gorgias, or HubSpot help desk without replacing it.[3]\n\n6. **Wonderchat** — wonderchat.io — Best for knowledge-base-driven support that cites connected sources and routes unresolved issues to a help desk.[4]\n\n**Top pick: Intercom Fin** for most SaaS help desks; choose Botpress or Lorikeet when deep workflow customization and complex integrations matter more than an all-in-one support suite.",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Lorikeet",
          "domain": "lorikeetcx.ai"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Wonderchat",
          "domain": "wonderchat.io"
        }
      ],
      "sources": [
        {
          "url": "https://www.helpdesk.com/blog/ai-support-agent/",
          "domain": "helpdesk.com",
          "title": "www.helpdesk.com › blog › ai-support-agent15 Best AI Support Agents in 2026: Features, Pricing & Top Picks..."
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com",
          "title": "Best AI Helpdesk for SaaS Teams: Top 10 Platforms Compared (2026)"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io",
          "title": "10 Best AI Customer Service Platforms for SaaS Support Teams"
        },
        {
          "url": "https://www.sparrowdesk.com/tools/best-ai-help-desk-software",
          "domain": "sparrowdesk.com",
          "title": "www.sparrowdesk.com › tools › best-ai-help-desk-softwareBest AI Help Desk Software in 2026: 20 Tools Compared"
        },
        {
          "url": "https://www.tidio.com/blog/ai-helpdesk/",
          "domain": "tidio.com",
          "title": "www.tidio.com · blog · ai-helpdesk10 Best AI Help Desk Software Solutions for Top Support 2026"
        },
        {
          "url": "https://www.usefini.com/guides/ai-customer-support-tools-b2b-saas",
          "domain": "usefini.com",
          "title": "8 Best AI Support Tools for B2B SaaS Companies"
        },
        {
          "url": "https://murf.ai/blog/best-ai-customer-support-tools",
          "domain": "murf.ai",
          "title": "Best AI Customer Support Tools in 2026 (Compared)"
        },
        {
          "url": "https://www.lorikeetcx.ai/articles/best-ai-customer-support-saas-2026",
          "domain": "lorikeetcx.ai",
          "title": "Best AI Customer Support Platforms for SaaS Companies (2026)"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-agents",
          "domain": "eesel.ai",
          "title": "What Our Customers Actually..."
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 2,
      "engine": "PERPLEXITY",
      "run": 2,
      "askedAt": "2026-10-09T01:28:23.850Z",
      "text": "1. **Intercom Fin** — intercom.com  \n   Best overall for SaaS teams: combines AI resolution, shared inbox, tickets, help center, and proactive customer messaging in one platform.[1][5][6]\n\n2. **Botpress** — botpress.com  \n   Best for teams wanting an AI-native, customizable agent that can handle the full ticket lifecycle and complex workflows.[2]\n\n3. **Fini** — usefini.com  \n   Best for B2B SaaS with technical or high-stakes support needs, especially when answers must be grounded in product documentation.[7]\n\n4. **Zendesk AI Agents** — zendesk.com  \n   Best for established support operations that need mature ticketing, omnichannel service, reporting, and AI automation.\n\n5. **My AskAI** — myaskai.com  \n   Best for adding AI to an existing help desk, with integrations for Zendesk, Intercom, Freshdesk, Gorgias, and HubSpot.[3]\n\n6. **Lorikeet** — lorikeetcx.ai  \n   Best for complex SaaS support involving troubleshooting, billing changes, and controlled escalation to human agents.[9]\n\n**Best default choice: Intercom Fin.** Choose Botpress for maximum customization, Fini or Lorikeet for complex technical support, and My AskAI if replacing the current help desk is not an option.",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Lorikeet",
          "domain": "lorikeetcx.ai"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Lorikeet",
          "domain": "lorikeetcx.ai"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.helpdesk.com/blog/ai-support-agent/",
          "domain": "helpdesk.com",
          "title": "www.helpdesk.com › blog › ai-support-agent15 Best AI Support Agents in 2026: Features, Pricing & Top Picks..."
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com",
          "title": "Best AI Helpdesk for SaaS Teams: Top 10 Platforms Compared (2026)"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io",
          "title": "10 Best AI Customer Service Platforms for SaaS Support Teams"
        },
        {
          "url": "https://www.sparrowdesk.com/tools/best-ai-help-desk-software",
          "domain": "sparrowdesk.com",
          "title": "www.sparrowdesk.com › tools › best-ai-help-desk-softwareBest AI Help Desk Software in 2026: 20 Tools Compared"
        },
        {
          "url": "https://www.tidio.com/blog/ai-helpdesk/",
          "domain": "tidio.com",
          "title": "www.tidio.com · blog · ai-helpdesk10 Best AI Help Desk Software Solutions for Top Support 2026"
        },
        {
          "url": "https://www.usefini.com/guides/ai-customer-support-tools-b2b-saas",
          "domain": "usefini.com",
          "title": "8 Best AI Support Tools for B2B SaaS Companies"
        },
        {
          "url": "https://murf.ai/blog/best-ai-customer-support-tools",
          "domain": "murf.ai",
          "title": "Best AI Customer Support Tools in 2026 (Compared)"
        },
        {
          "url": "https://www.lorikeetcx.ai/articles/best-ai-customer-support-saas-2026",
          "domain": "lorikeetcx.ai",
          "title": "Best AI Customer Support Platforms for SaaS Companies (2026)"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-agents",
          "domain": "eesel.ai",
          "title": "What Our Customers Actually..."
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 2,
      "engine": "PERPLEXITY",
      "run": 3,
      "askedAt": "2026-10-09T01:29:18.831Z",
      "text": "1. **Intercom Fin** — intercom.com — Best overall for SaaS teams, combining an AI agent with inbox, tickets, help center, and product-led support workflows.[1][2]\n2. **Botpress** — botpress.com — Best for teams wanting an AI-native agent that can manage the full ticket lifecycle and connect deeply with SaaS systems.[2]\n3. **Zendesk AI Agents** — zendesk.com — Best for established support operations that need mature ticketing, routing, reporting, and enterprise integrations.\n4. **Sierra** — sierra.ai — Best for sophisticated customer-service automation involving account actions, billing, and multi-step workflows.\n5. **Fini** — usefini.com — Best for B2B SaaS support teams handling complex product questions and high-stakes troubleshooting.[7]\n6. **Ada** — ada.cx — Best for larger companies seeking multilingual, automated support across multiple channels.\n7. **My AskAI** — myaskai.com — Best for adding an AI agent to an existing Zendesk, Intercom, Freshdesk, Gorgias, or HubSpot help desk rather than replacing it.[3]\n\n**Best default choice:** Intercom Fin for most SaaS help desks; choose Botpress for maximum AI-agent flexibility or Zendesk AI Agents if the help desk already runs on Zendesk.",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Sierra",
          "domain": "sierra.ai"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Intercom Fin"
        },
        {
          "name": "Botpress"
        },
        {
          "name": "Zendesk AI Agents"
        }
      ],
      "sources": [
        {
          "url": "https://www.helpdesk.com/blog/ai-support-agent/",
          "domain": "helpdesk.com",
          "title": "www.helpdesk.com › blog › ai-support-agent15 Best AI Support Agents in 2026: Features, Pricing & Top Picks..."
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com",
          "title": "Best AI Helpdesk for SaaS Teams: Top 10 Platforms Compared (2026)"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io",
          "title": "10 Best AI Customer Service Platforms for SaaS Support Teams"
        },
        {
          "url": "https://www.sparrowdesk.com/tools/best-ai-help-desk-software",
          "domain": "sparrowdesk.com",
          "title": "www.sparrowdesk.com › tools › best-ai-help-desk-softwareBest AI Help Desk Software in 2026: 20 Tools Compared"
        },
        {
          "url": "https://www.tidio.com/blog/ai-helpdesk/",
          "domain": "tidio.com",
          "title": "www.tidio.com · blog · ai-helpdesk10 Best AI Help Desk Software Solutions for Top Support 2026"
        },
        {
          "url": "https://www.usefini.com/guides/ai-customer-support-tools-b2b-saas",
          "domain": "usefini.com",
          "title": "8 Best AI Support Tools for B2B SaaS Companies"
        },
        {
          "url": "https://murf.ai/blog/best-ai-customer-support-tools",
          "domain": "murf.ai",
          "title": "Best AI Customer Support Tools in 2026 (Compared)"
        },
        {
          "url": "https://www.lorikeetcx.ai/articles/best-ai-customer-support-saas-2026",
          "domain": "lorikeetcx.ai",
          "title": "Best AI Customer Support Platforms for SaaS Companies (2026)"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-agents",
          "domain": "eesel.ai",
          "title": "What Our Customers Actually..."
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 2,
      "engine": "GEMINI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:38.027Z",
      "text": "1. **Intercom Fin**\n   - Website: www.intercom.com\n   - Highly regarded for in-product SaaS support, Fin uses deep user context and interacts smoothly based on actions users take inside your application.\n\n2. **eesel AI**\n   - Website: www.eesel.ai\n   - Excellent for teams that want to overlay an AI agent on top of an existing helpdesk (like Zendesk, Freshdesk, or HubSpot) by syncing directly with past tickets and documentation.\n\n3. **Botpress**\n   - Website: www.botpress.com\n   - A versatile, highly customizable agent-builder platform known for flexible usage-based pricing and advanced logic control over human handoffs.\n\n4. **Zendesk AI**\n   - Website: www.zendesk.com\n   - The ideal choice for mature, scaling SaaS operations that require enterprise-grade routing, robust ticketing systems, and integrated support infrastructure.\n\n5. **Decagon**\n   - Website: www.decagon.ai\n   - Built for complex enterprise environments, this platform handles autonomous, multi-step SaaS issue resolution beyond simple conversational deflection.\n\n6. **Chatbase**\n   - Website: www.chatbase.co\n   - A fast, self-serve option for teams looking to train an AI support assistant strictly on help center URLs, PDFs, and documentation without needing engineering resources.",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Decagon",
          "domain": "decagon.ai"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEOH9DReusbF3z1OgkeeeQ4wSJ6CTUC7tZ2hW2yswawCFzPS0E920eNQR6wrNyI9PXqis92zpA488LFRqVFIfJ15c2f8IQ3Y6zmHtxFcfRicZObX4RTIShulxStTFi_6TaLCpCGFQIl9K819LvJM2fLTAxC6eiunlZiIqlEsWZwfmwGvaQzeISsjjRoXlfhyFbxgNJ2IrbpaZ8Vpg==",
          "domain": "reddit.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFAtfMAxJh1WG_7t3-RlKXsgeRdN-OYd-un_KPLekIF7CJN-MLYKhkOSkhcA1LsbIYtp1__uC1fO-_t0ZAivHF4vZRcnPA0Z1qhiTHY3TsBQCHtuTf8WsrGX8dhImh8ig64_q_eU1gdvw==",
          "domain": "eesel.ai"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQERTZqC5mANxUPrdl2y2mRPpIYEv4Q7UDFe6d6LLZLQbiQsxuEjZEmi6iaKduJYZKRzKD_8U6vxKu2G7kA9mdgakYxRz6s98GkuJElGQbZ9OmwqS20u-0Qnn57ZSbMcr0jF19e1",
          "domain": "botpress.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFzJO8PqEQRSG-qn5X2RD1TuFpGRQsElxkAhIZ2BFin6ZhKfv8lZPzop8VrzlZQGkg6HJpimKQVeq0B7CLyLlsP8Vm8wSjty-5aQ33eMlLRP05eYKoCNL15FCTpDaWwK5tiKNcThdbF6fARHEZBkXj4nlEc",
          "domain": "withremote.ai"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEgZeI0mzIzttFalYgwAVJEMxRnxyVQ3YVuASxkWtxucfdcydpvQgU3U7jjjeo8JHnW1zSCOdQ-JqqFt-yKSBX42RiXgikTX2BrZcbmEjnP8BQ1gkT1",
          "domain": "aicxstack.com"
        }
      ],
      "searchQueries": [
        "best AI support agent for SaaS help desk 2025 2026",
        "top AI customer support tools SaaS"
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    },
    {
      "prompt": 2,
      "engine": "GEMINI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:28.039Z",
      "text": "1. **Intercom (Fin AI Agent)**\n   - Website: [intercom.com](https://www.intercom.com)\n   - Industry leader for PLG (product-led growth) SaaS, offering in-product context awareness and reliable deflection by grounding answers directly in your help center docs.\n\n2. **Zendesk AI**\n   - Website: [zendesk.com](https://www.zendesk.com)\n   - Best for mature, scaling SaaS operations that require heavy enterprise plumbing, advanced ticket routing, sentiment analysis, and robust workforce management alongside AI.\n\n3. **Botpress**\n   - Website: [botpress.com](https://botpress.com)\n   - Highly customizable, AI-native platform allowing developer-heavy SaaS teams to build intricate support agents connected tightly to custom product backends and APIs.\n\n4. **Chatbase**\n   - Website: [chatbase.co](https://www.chatbase.co)\n   - Excellent for lean SaaS teams needing a quick, code-light assistant trained straight from URLs, PDFs, and Notion docs without requiring an engineering team.\n\n5. **Freshdesk (Freddy AI)**\n   - Website: [freshworks.com](https://www.freshworks.com)\n   - Solid, cost-effective choice for early-to-mid-stage SaaS teams looking for dependable auto-assignment, canned-response drafting, and straightforward FAQ deflection.\n\n6. **Decagon**\n   - Website: [decagon.ai](https://decagon.ai)\n   - Premium, high-ceiling autonomous agent built for high-volume SaaS companies looking to fully execute complex multi-step user workflows (like billing updates or account changes).",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Decagon",
          "domain": "decagon.ai"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGr1YIK80Wu6Qo-nMxMSe2ARPLRWNiwrhAPrnkYQaIOxnwfNyD71WL30Vu02Tc59rWMmLJNEB1oJOVl9e2Fv1RgHOm49ku8eHkCjqoluaU2YzQ_Ttg=",
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        },
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      "prompt": 2,
      "engine": "GEMINI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:22.837Z",
      "text": "1. **Intercom (Fin AI Agent)**\n   - Website: [intercom.com](https://www.intercom.com)\n   - Exceptional at resolving complex SaaS queries by parsing custom knowledge bases, documentation, and handling multi-step technical or billing questions natively within chat workflows.\n\n2. **Zendesk AI Agents**\n   - Website: [zendesk.com](https://www.zendesk.com)\n   - Battle-tested enterprise help desk software featuring advanced autonomous agents that map directly to established ticket routing trees, macros, and large-scale support operations.\n\n3. **Decagon AI**\n   - Website: [decagon.ai](https://decagon.ai)\n   - A modern, enterprise-grade conversational AI platform built to resolve complex customer issues autonomously by integrating deeply with backend SaaS databases and custom APIs.\n\n4. **Botpress**\n   - Website: [botpress.com](https://botpress.com)\n   - Highly flexible, developer-friendly conversational AI builder that allows SaaS teams to construct fine-tuned, custom workflow automation and deeply integrated backend actions.\n\n5. **eesel AI**\n   - Website: [eesel.ai](https://www.eesel.ai)\n   - A nimble AI support assistant that quickly connects to scattered knowledge bases (like Notion, Confluence, and help centers) and plugs straight into existing help desks.\n\n6. **Maven AGI**\n   - Website: [mavenagi.com](https://www.mavenagi.com)\n   - GPT-powered customer service platform built specifically to unify fragmented enterprise data and handle sophisticated SaaS tier-1 and tier-2 troubleshooting autonomously.",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
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          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Decagon AI",
          "domain": "decagon.ai"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Maven AGI",
          "domain": "mavenagi.com"
        }
      ],
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          "domain": "enjo.ai"
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          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG7IFE-ZIm7ujKVfy4uocG8KGlvCaccoQDaZ7AJeQxRac2jmB7C9bpn-sFuQO_8a342Jc8mxRMM0u7SIbEvHWir2vLNHD3_h7OTsaofgP35c23Bhm63xq7gkE8xAVf0f533_I-3ibRSh6DCq3A=",
          "domain": "helpware.com"
        },
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          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHGecC6Rbjgvx0LrKnMP2BVpVUut0HSzfpHtDaEYU2rGKWnMIYMVkEj5Z9BJ0VoEi9eTeXrDzaMaYH3h4i-OltUT7seTx0GHmRsVwlwRkeOgLSJV4mHw_8_KcNyRtpn0Cav6Wg=",
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      ],
      "searchQueries": [
        "top AI customer service software SaaS",
        "best AI support agent for SaaS help desk"
      ]
    },
    {
      "prompt": 2,
      "engine": "GROK",
      "run": 1,
      "askedAt": "2026-10-09T01:27:46.801Z",
      "text": "**1. Wonderchat**  \nwonderchat.io  \nBest for documentation-led SaaS support with visible sources and seamless help-desk escalation.[[1]](https://wonderchat.io/blog/best-ai-support-tools-saas)\n\n**2. eesel AI**  \neesel.ai  \nTop layer-on AI that automates repetitive SaaS tickets over your existing help desk with fast setup.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)\n\n**3. Intercom Fin**  \nintercom.com  \nMature AI agent delivering high resolution rates (avg. 76%) across chat, email, and multiple help desks.[[3]](https://fin.ai/learn/best-ai-chatbots-saas)\n\n**4. Zendesk AI**  \nzendesk.com  \nStrong native AI agents and copilot inside the full Zendesk Suite for enterprise-scale SaaS teams.[[4]](https://botpress.com/blog/ai-helpdesk-for-saas)\n\n**5. Botpress**  \nbotpress.com  \nEnterprise-grade AI that handles deep L2+ actions like refunds and account changes beyond basic answers.[[4]](https://botpress.com/blog/ai-helpdesk-for-saas)\n\n**6. Ada**  \nada.support  \nOmnichannel AI agent excelling at scaled, multilingual support for mid-to-large SaaS organizations.[[5]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**7. Salesforce Agentforce**  \nsalesforce.com  \nDeep CRM-native AI for teams already standardized on Salesforce data and workflows.[[1]](https://wonderchat.io/blog/best-ai-support-tools-saas)\n\n**8. Freshdesk Freddy**  \nfreshworks.com/freshdesk  \nValue-focused AI with strong auto-resolution and copilot features at a lower per-agent price point.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)",
      "brands": [
        {
          "name": "Wonderchat",
          "domain": "wonderchat.io"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Freshdesk Freddy",
          "domain": "freshworks.com"
        }
      ],
      "sources": [
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-for-saas-support",
          "domain": "eesel.ai"
        },
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-saas",
          "domain": "fin.ai"
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com"
        },
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        }
      ],
      "searchQueries": [
        "best AI support agents for SaaS help desk 2026",
        "top AI customer support tools SaaS 2026",
        "best AI helpdesk software for SaaS companies"
      ]
    },
    {
      "prompt": 2,
      "engine": "GROK",
      "run": 2,
      "askedAt": "2026-10-09T01:28:43.064Z",
      "text": "**1. Intercom Fin** https://www.intercom.com/fin  \nHigh resolution rates (avg. 76%) tailored for SaaS queries with flexible helpdesk integration.[[1]](https://wonderchat.io/blog/best-ai-support-tools-saas)\n\n**2. Zendesk AI** https://www.zendesk.com/ai  \nNative omnichannel AI agents and copilot inside the full Zendesk Suite for enterprise SaaS teams.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)\n\n**3. Freshdesk Freddy** https://www.freshworks.com/freshdesk  \nStrong value with included AI sessions and agent tools for growing SaaS support teams.[[3]](https://botpress.com/blog/ai-helpdesk-for-saas)\n\n**4. eesel AI** https://www.eesel.ai  \nAI layer that adds automation over any existing helpdesk without migration for SaaS stacks.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)\n\n**5. Wonderchat** https://wonderchat.io  \nDocumentation-focused AI that cites sources and escalates cleanly for complex SaaS products.[[1]](https://wonderchat.io/blog/best-ai-support-tools-saas)\n\n**6. Botpress** https://botpress.com  \nAction-capable AI agents that handle workflows like refunds and account changes for advanced SaaS needs.[[3]](https://botpress.com/blog/ai-helpdesk-for-saas)\n\n**7. Ada** https://www.ada.cx  \nEnterprise-grade omnichannel AI with deep automation for high-volume SaaS support.[[4]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk Freddy",
          "domain": "freshworks.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Wonderchat",
          "domain": "wonderchat.io"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
      ],
      "sources": [
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-for-saas-support",
          "domain": "eesel.ai"
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com"
        },
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        }
      ],
      "searchQueries": [
        "best AI support agents for SaaS help desk 2026",
        "top AI customer service tools SaaS 2026",
        "best AI chatbots for helpdesk 2026"
      ]
    },
    {
      "prompt": 2,
      "engine": "GROK",
      "run": 3,
      "askedAt": "2026-10-09T01:29:38.217Z",
      "text": "**1. Intercom Fin**  \nhttps://www.intercom.com/fin  \nTop choice for SaaS with industry-leading resolution rates (often 70-90%) and flexible per-outcome pricing that works across help desks.[[1]](https://fin.ai/learn/best-ai-chatbots-saas)\n\n**2. Zendesk AI**  \nhttps://www.zendesk.com  \nStrong native AI agents and copilot features integrated into a full omnichannel help desk suite, ideal for teams already in the ecosystem.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)\n\n**3. eesel AI**  \nhttps://www.eesel.ai  \nExcellent AI layer that adds smart automation over existing help desks like Zendesk or Freshdesk without migration.[[2]](https://www.eesel.ai/blog/best-ai-for-saas-support)\n\n**4. Ada**  \nhttps://www.ada.cx  \nEnterprise-grade omnichannel AI agent excelling at scaled, multilingual support and deep integrations for complex SaaS needs.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**5. Freshdesk Freddy AI**  \nhttps://www.freshworks.com/freshdesk  \nAffordable, value-focused AI with solid auto-resolution and session-based pricing for growing SaaS teams.[[4]](https://appscribed.com/ai-help-desk-software/)\n\n**6. Botpress**  \nhttps://botpress.com  \nAdvanced AI agent platform built for deeper actions like refunds and workflows beyond basic deflection in SaaS support.[[5]](https://botpress.com/blog/ai-helpdesk-for-saas)\n\n**7. Wonderchat**  \nhttps://wonderchat.io  \nDocumentation-focused agent that pulls from product docs/files, shows sources, and escalates cleanly for technical SaaS queries.[[6]](https://wonderchat.io/blog/best-ai-support-tools-saas)",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshworks.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Wonderchat",
          "domain": "wonderchat.io"
        }
      ],
      "sources": [
        {
          "url": "https://fin.ai/learn/best-ai-chatbots-saas",
          "domain": "fin.ai"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-for-saas-support",
          "domain": "eesel.ai"
        },
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        },
        {
          "url": "https://appscribed.com/ai-help-desk-software/",
          "domain": "appscribed.com"
        },
        {
          "url": "https://botpress.com/blog/ai-helpdesk-for-saas",
          "domain": "botpress.com"
        },
        {
          "url": "https://wonderchat.io/blog/best-ai-support-tools-saas",
          "domain": "wonderchat.io"
        }
      ],
      "searchQueries": [
        "best AI support agents for SaaS help desk 2026",
        "top AI-powered customer support tools SaaS 2026",
        "best AI chatbots for SaaS customer service"
      ]
    },
    {
      "prompt": 2,
      "engine": "AI_OVERVIEW",
      "run": 1,
      "askedAt": "2026-10-10T15:14:06.197Z",
      "text": "The best AI support agent for a SaaS help desk depends on your team's size and core workflow: **Intercom Fin** is best for AI-first SaaS teams focused on in-app messenger support, while **Zendesk AI** is best for established or enterprise support teams needing deep multi-channel ticketing.[[1]](https://viasocket.com/discovery/blog/xf58a0/Help%20Desk%20Software/7-ai-help-desk-agents-for-omnichannel-support-that-win)[[2]](https://www.zendesk.com/service/ai/top-ai-tools-for-proactive-support/)[[3]](https://www.quantumdesk.com/blog/best-ai-agents-for-customer-support)\n\n### Top AI Support Agents for SaaS\n\n- **Intercom Fin:** \n\t- **Best for:** SaaS teams focused on messenger, in-app, and web support.\n\t- **Key strength:** Resolves a high volume of customer questions directly from approved documentation and maintains a consistent brand voice.[[1]](https://www.g2.com/discussions/which-is-the-best-ai-customer-support-agent-software)[[2]](https://viasocket.com/discovery/blog/xf58a0/Help%20Desk%20Software/7-ai-help-desk-agents-for-omnichannel-support-that-win)[[3]](https://www.quantumdesk.com/blog/best-ai-agents-for-customer-support)\n- **Zendesk AI:** \n\t- **Best for:** Established and enterprise SaaS companies with heavy ticket volumes.\n\t- **Key strength:** Woven natively into a full-scale help desk platform, offering automated intent detection, smart routing, and an agent-facing Copilot.[[1]](https://www.zendesk.com/service/ai/top-ai-tools-for-proactive-support/)[[2]](https://snap-dial.com/best-ai-agents-for-customer-support/)\n- **Ada:** \n\t- **Best for:** Enterprise SaaS operations needing low-hallucination automated workflows.\n\t- **Key strength:** Intuitive flow builders and strong omnichannel support (web, email, social, and chat).[[1]](https://www.reddit.com/r/CRM/comments/1rki6ic/best_ais_for_customer_support_tested_a_bunch_some/)[[2]](https://www.zendesk.com/service/ai/top-ai-tools-for-proactive-support/)[[3]](https://influx.com/blog/the-12-best-ai-customer-support-agents-in-2026)[[4]](https://www.ada.cx/blog/5-essential-ai-integrations-for-customer-support-your-saas-company-needs/)\n- **Freshdesk Freddy AI:** \n\t- **Best for:** Small-to-medium value-conscious SaaS startups.\n\t- **Key strength:** Out-of-the-box ticket classification, sentiment analysis, and self-service answers at a lower price point.[[1]](https://www.reddit.com/r/CRM/comments/1rki6ic/best_ais_for_customer_support_tested_a_bunch_some/)[[2]](https://viasocket.com/discovery/blog/xf58a0/Help%20Desk%20Software/7-ai-help-desk-agents-for-omnichannel-support-that-win)\n\nTo help you narrow down the right choice, tell me:\n\n- **How many support tickets** do you handle per month?\n- **Where do your users reach out** most (in-app chat, email, or a full help desk)?",
      "brands": [
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Freshdesk Freddy AI",
          "domain": "freshworks.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.reddit.com/r/CRM/comments/1rki6ic/best_ais_for_customer_support_tested_a_bunch_some/",
          "domain": "reddit.com",
          "title": "Best AIs for customer support? Tested a bunch. Some ... - Reddit"
        },
        {
          "url": "https://viasocket.com/discovery/blog/xf58a0/Help%20Desk%20Software/7-ai-help-desk-agents-for-omnichannel-support-that-win",
          "domain": "viasocket.com",
          "title": "7 AI Help Desk Agents for Omnichannel Support That Win"
        },
        {
          "url": "https://www.quantumdesk.com/blog/best-ai-agents-for-customer-support",
          "domain": "quantumdesk.com",
          "title": "10 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.zendesk.com/service/ai/top-ai-tools-for-proactive-support/",
          "domain": "zendesk.com",
          "title": "Top 6 AI tools for proactive customer support in 2026 - Zendesk"
        },
        {
          "url": "https://influx.com/blog/the-12-best-ai-customer-support-agents-in-2026",
          "domain": "influx.com",
          "title": "The 12 best AI customer support agents in 2026"
        },
        {
          "url": "https://www.ada.cx/blog/5-essential-ai-integrations-for-customer-support-your-saas-company-needs/",
          "domain": "ada.cx",
          "title": "5 essential AI integrations for customer support - Ada CX"
        },
        {
          "url": "https://snap-dial.com/best-ai-agents-for-customer-support/",
          "domain": "snap-dial.com",
          "title": "The 12 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.g2.com/discussions/which-is-the-best-ai-customer-support-agent-software",
          "domain": "g2.com",
          "title": "Which is the best AI customer support agent software? - G2"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 3,
      "engine": "OPENAI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:48.744Z",
      "text": "1. **Intercom (Fin for Ecommerce)** — intercom.com  \n   Best all‑around conversational commerce + support agent that connects to Shopify/Stripe/Klaviyo and can use order/catalog data to answer shopping and support questions. ([intercom.com](https://www.intercom.com/solutions/ecommerce?utm_source=openai))\n\n2. **Gorgias (AI Agent / SmartBot)** — gorgias.com  \n   Ecommerce‑focused helpdesk with an AI agent trained on your store (products, pages, policies) for order lookups, deflection and automated FAQs. ([docs.gorgias.com](https://docs.gorgias.com/en-US/shopping-assistant-explained-1216108?utm_source=openai))\n\n3. **Octane AI** — octaneai.com  \n   Built specifically for Shopify stores to drive sales and personalized product discovery/conversational marketing. ([help.octaneai.com](https://help.octaneai.com/en/articles/17454437-install-octane-ai-on-your-shopify-store?utm_source=openai))\n\n4. **Zendesk (Ecommerce AI Agents)** — zendesk.com  \n   Enterprise support platform with ready‑made ecommerce AI agents for product discovery, orders, returns and checkout automation. ([zendesk.com](https://www.zendesk.com/service/ai/ai-agents/specialized-agents/industry-agents/ecommerce/?utm_source=openai))\n\n5. **Tidio** — tidio.com  \n   SMB‑friendly hybrid chat + AI agent with prebuilt ecommerce templates (product recommendations, cart recovery) and simple setup. ([assets.tidio.com](https://assets.tidio.com/homepage/ebooks/increase-sales-and-lead-generation-with-ai-and-chatbots.pdf?utm_source=openai))\n\n6. **Ada** — ada.support (Ada)  \n   Multilingual, no‑code customer automation that claims high intent‑recognition accuracy and fast time‑to‑launch for ecommerce support. ([info.ada.support](https://info.ada.support/hubfs/Ada%20Content%20Assets/Feature%20Sheets%2C%20Brochures%2C%20One-pagers%20/Ada%20for%20Multilingual.pdf?utm_source=openai))\n\n7. **Heyday (by Hootsuite)** — hootsuite.com/heyday (Heyday)  \n   Conversational retail chatbot that integrates product catalogs to guide shoppers and drive purchases around the clock. ([mpost.io](https://mpost.io/wp-content/uploads/HOOTSUITE-SocialMediaTrends2023.pdf?utm_source=openai))\n\nNotes (no question): I ranked by overall fit for ecommerce merchants (ability to use order/product data, sales + support capability, and ease of integration). If you want, I can next: (A) recommend the best pick for small vs. enterprise stores, or (B) give a short comparison of pricing and Shopify/B2B integration for the top three.",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Octane AI",
          "domain": "octaneai.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Heyday",
          "domain": "hootsuite.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.intercom.com/solutions/ecommerce?utm_source=openai",
          "domain": "intercom.com",
          "title": "Ecommerce Customer Support | Intercom"
        },
        {
          "url": "https://docs.gorgias.com/en-US/shopping-assistant-explained-1216108?utm_source=openai",
          "domain": "docs.gorgias.com",
          "title": "Shopping Assistant explained"
        },
        {
          "url": "https://help.octaneai.com/en/articles/17454437-install-octane-ai-on-your-shopify-store?utm_source=openai",
          "domain": "help.octaneai.com",
          "title": "Install Octane AI on your Shopify store | Octane AI Help Center"
        },
        {
          "url": "https://www.zendesk.com/service/ai/ai-agents/specialized-agents/industry-agents/ecommerce/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "Ecommerce AI Agents | Zendesk"
        },
        {
          "url": "https://assets.tidio.com/homepage/ebooks/increase-sales-and-lead-generation-with-ai-and-chatbots.pdf?utm_source=openai",
          "domain": "assets.tidio.com",
          "title": "To automate product recommendations on your ecommerce store, you can use a Product recommendation chatbot template offered by Tidio."
        },
        {
          "url": "https://info.ada.support/hubfs/Ada%20Content%20Assets/Feature%20Sheets%2C%20Brochures%2C%20One-pagers%20/Ada%20for%20Multilingual.pdf?utm_source=openai",
          "domain": "info.ada.support",
          "title": "Ada For Multilingual Customer Support"
        },
        {
          "url": "https://mpost.io/wp-content/uploads/HOOTSUITE-SocialMediaTrends2023.pdf?utm_source=openai",
          "domain": "mpost.io",
          "title": "Recommendations"
        }
      ],
      "searchQueries": [
        "best AI chatbot for ecommerce 2026",
        "Octane AI ecommerce chatbot Shopify",
        "Gorgias AI chatbot ecommerce",
        "Ada support ecommerce chatbot",
        "Intercom ecommerce chatbot AI",
        "Tidio ecommerce chatbot AI",
        "Zendesk AI ecommerce chatbot",
        "Heyday by Hootsuite ecommerce chatbot"
      ]
    },
    {
      "prompt": 3,
      "engine": "OPENAI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:38.421Z",
      "text": "1. **Gorgias (AI Agent / SmartBot)** — https://www.gorgias.com  \n   Best-in-class Shopify/WooCommerce helpdesk with an AI agent that reads orders, products and tickets to answer shoppers and perform order actions inside the same workflow. ([helpcenter.gorgias.com](https://helpcenter.gorgias.com/en-US/how-gorgiass-ai-agent-works-1997817?utm_source=openai))\n\n2. **AlgoShop (Algoshop AI Sales Chatbot)** — https://www.algoshop.ai  \n   Sales‑first conversational bot built for Shopify that emphasizes proactive cart recovery, product recommendations and omnichannel (WhatsApp/IG) commerce. ([reddit.com](https://www.reddit.com/r/Shopify_Merchant/comments/1uqnsaq/beyond_support_why_2026_ecommerce_needs_an/?utm_source=openai))\n\n3. **Intercom (Fin for Ecommerce)** — https://www.intercom.com  \n   Full‑featured messaging platform whose Fin AI agent is purpose‑built for ecommerce workflows (order edits, returns, conversational commerce) and integrates with existing CRMs. ([intercom.com](https://www.intercom.com/help/en/articles/9515824-what-is-fin?utm_source=openai))\n\n4. **CustomGPT.ai** — https://www.customgpt.ai  \n   Strong option when you need source‑grounded product answers and traceable recommendations built from your catalog, policies and manuals (good for complex product catalogs). ([chitika.com](https://www.chitika.com/best-ai-chatbot-for-product-recommendation-and-support-in-2026/?utm_source=openai))\n\n5. **Zendesk (AI Agents / Sunshine)** — https://www.zendesk.com  \n   Enterprise multichannel support with AI agents that plug into a mature ticketing/knowledge ecosystem and can be configured for order/refund/cancel actions. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/6970583409690-About-AI-agents?utm_source=openai))\n\n6. **Boei** — https://www.boei.help  \n   Lightweight, affordable omnichannel chat that’s popular with SMBs for WhatsApp/IG cart recovery and simple automation at a low flat price. ([boei.help](https://boei.help/blog/best-ai-chatbot-ecommerce/?utm_source=openai))\n\n7. **Tidio** — https://www.tidio.com  \n   Easy, low‑friction Shopify chatbot that combines live chat, basic AI responses and automation for smaller stores or those who want quick setup. ([reddit.com](https://www.reddit.com/r/u_EylonZefania/comments/1vf6u0p/15_best_ai_marketing_apps_for_shopify_in_2026/?utm_source=openai))\n\nNotes: I ranked options by ecommerce fit (native Shopify/WooCommerce integrations, ability to read product/order context and take actions), but the best choice depends on store size, channels (web vs WhatsApp/IG), required actions (refunds/orders vs FAQ), and budget. If you want, I can quickly re‑rank these for: (A) smallest budget stores, (B) enterprise support teams, or (C) social‑commerce (WhatsApp/Instagram) first stores.",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "AlgoShop",
          "domain": "algoshop.ai"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "CustomGPT.ai",
          "domain": "customgpt.ai"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Boei",
          "domain": "boei.help"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        }
      ],
      "sources": [
        {
          "url": "https://helpcenter.gorgias.com/en-US/how-gorgiass-ai-agent-works-1997817?utm_source=openai",
          "domain": "helpcenter.gorgias.com",
          "title": "How Gorgias's AI Agent works | Gorgias Help Center"
        },
        {
          "url": "https://www.reddit.com/r/Shopify_Merchant/comments/1uqnsaq/beyond_support_why_2026_ecommerce_needs_an/?utm_source=openai",
          "domain": "reddit.com",
          "title": "Beyond Support: Why 2026 E-Commerce Needs an Algoshop AI Sales Chatbot, Not Just Customer Service"
        },
        {
          "url": "https://www.intercom.com/help/en/articles/9515824-what-is-fin?utm_source=openai",
          "domain": "intercom.com",
          "title": "What is Fin? | Intercom Help"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbot-for-product-recommendation-and-support-in-2026/?utm_source=openai",
          "domain": "chitika.com",
          "title": "Best AI Chatbot for Ecommerce in 2026: 8 Compared"
        },
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/6970583409690-About-AI-agents?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "About AI agents – Zendesk help"
        },
        {
          "url": "https://boei.help/blog/best-ai-chatbot-ecommerce/?utm_source=openai",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Ecommerce: 7 Tools Compared (2026)"
        },
        {
          "url": "https://www.reddit.com/r/u_EylonZefania/comments/1vf6u0p/15_best_ai_marketing_apps_for_shopify_in_2026/?utm_source=openai",
          "domain": "reddit.com",
          "title": "15 Best AI Marketing Apps for Shopify in 2026"
        }
      ],
      "searchQueries": [
        "best AI chatbot for ecommerce 2026 top platforms Shopify ChatGPT plugin Kustomer Gorgias Heyday Ada Zendesk Sunshine 2026",
        "Ada chatbot ecommerce",
        "Gorgias AI ecommerce chatbot 2026",
        "Intercom ecommerce AI chatbot 2026",
        "Zendesk AI chatbot ecommerce 2026",
        "Drift ecommerce chatbot 2026",
        "Klevu conversational commerce chatbot 2026",
        "Shopify Inbox and Shopify Magic chatbot ecommerce 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "OPENAI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:32.635Z",
      "text": "1. **Gorgias (AI Agent / Shopping Assistant)** — https://www.gorgias.com — Best for Shopify/WooCommerce stores that want an AI agent tightly integrated with order lookup, returns and a shared support inbox. ([docs.gorgias.com](https://docs.gorgias.com/en-US/ai-agent-explained-497772?utm_source=openai))\n\n2. **Intercom (Fin for Ecommerce)** — https://www.intercom.com — Strong conversational AI focused on conversion + post‑purchase support with deep integrations into sales/workflow tools. ([intercom.com](https://www.intercom.com/blog/announcing-fin-for-ecommerce?utm_source=openai))\n\n3. **Zendesk (Ecommerce AI Agents / Commerce Agent)** — https://www.zendesk.com — Enterprise‑grade ecommerce automation that ties AI answers to order data, policies and handoffs to humans when needed. ([zendesk.com](https://www.zendesk.com/service/ai/ai-agents/specialized-agents/industry-agents/ecommerce/?utm_source=openai))\n\n4. **Tidio** — https://www.tidio.com — Easy SMB solution combining live chat, no‑code flows and an AI agent (Lyro) for FAQs, cart recovery and lead capture at lower price points. ([assets.tidio.com](https://assets.tidio.com/homepage/ebooks/smart-bots-happy-customers.pdf?utm_source=openai))\n\n5. **ManyChat** — https://www.manychat.com — Best if you rely on Messenger/Instagram/WhatsApp commerce — built‑in product catalog and checkout flows for conversational selling. ([help.manychat.com](https://help.manychat.com/hc/en-us/articles/14281089183260-Selling-products-via-Inbox?utm_source=openai))\n\n6. **Chatbase (custom AI assistants for stores)** — https://www.chatbase.com — Great when you want a highly customizable AI assistant trained on your product catalog, docs and support transcripts. ([reddit.com](https://www.reddit.com/r/AI_Customer_Support/comments/1upxyae/top_3_ai_chatbots_for_ecommerce_smbs_in_2026/?utm_source=openai))\n\nNotes (brief): I ranked these for the typical ecommerce priorities in 2026 — (1) deep product/order integration and safe order actions, (2) conversion focus, (3) support handoffs and enterprise features, (4) SMB ease-of-use and pricing, and (5) channel-specific selling. If you want, I can re-rank these for a specific platform (Shopify vs BigCommerce vs headless), store size (SMB vs enterprise), or a primary goal (reduce support costs vs increase AOV).",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.com"
        }
      ],
      "sources": [
        {
          "url": "https://docs.gorgias.com/en-US/ai-agent-explained-497772?utm_source=openai",
          "domain": "docs.gorgias.com",
          "title": "AI Agent explained"
        },
        {
          "url": "https://www.intercom.com/blog/announcing-fin-for-ecommerce?utm_source=openai",
          "domain": "intercom.com",
          "title": "Announcing Fin for Ecommerce: Fin’s next role as a Customer Agent - The Intercom Blog"
        },
        {
          "url": "https://www.zendesk.com/service/ai/ai-agents/specialized-agents/industry-agents/ecommerce/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "Ecommerce AI Agents | Zendesk"
        },
        {
          "url": "https://assets.tidio.com/homepage/ebooks/smart-bots-happy-customers.pdf?utm_source=openai",
          "domain": "assets.tidio.com",
          "title": "Part VI  \nAdditional resources\n\nBest chatbot provi"
        },
        {
          "url": "https://help.manychat.com/hc/en-us/articles/14281089183260-Selling-products-via-Inbox?utm_source=openai",
          "domain": "help.manychat.com",
          "title": "Selling products via Inbox – Manychat Help"
        },
        {
          "url": "https://www.reddit.com/r/AI_Customer_Support/comments/1upxyae/top_3_ai_chatbots_for_ecommerce_smbs_in_2026/?utm_source=openai",
          "domain": "reddit.com",
          "title": "Top 3 AI Chatbots for E-commerce SMBs in 2026 (Reddit's Favorite Picks)"
        }
      ],
      "searchQueries": [
        "best AI chatbot for ecommerce 2026 comparison",
        "Ada chatbot ecommerce 2026 AI ecommerce chatbot",
        "Gorgias AI chatbot ecommerce 2026",
        "Intercom ecommerce chatbot AI 2026",
        "Tidio ecommerce chatbot AI 2026",
        "Zendesk Answer Bot ecommerce AI 2026",
        "ManyChat ecommerce chatbot 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "ANTHROPIC",
      "run": 1,
      "askedAt": "2026-10-09T01:27:44.685Z",
      "text": "Based on current 2026 recommendations, here are the top AI chatbots for ecommerce stores:\n\n1. **\nText\n** – https://text.com\n   \n74% autonomous resolution rate with customers including Sephora (+25% AOV)\n.\n\n2. **\nRep AI\n** – https://www.rep.ai\n   \nBuilt for Shopify merchants supporting both sales and customer service with AI-driven automation, analyzing user behavior to deliver personalized product recommendations\n.\n\n3. **\nChatBot\n** – https://www.chatbot.com\n   \nDrag-and-drop flows trained on your business data with no third-party AI dependencies\n.\n\n4. **\nTidio\n** – https://www.tidio.com\n   \nWidely used for small to mid-sized stores combining live chat, rule-based chatbot builder, and AI layer called Lyro that automatically handles common customer questions\n.\n\n5. **\nDapta\n** – https://dapta.ai\n   \nSingle AI agent that both sells and supports, answering product questions, recovering carts, and helping shoppers check out\n.\n\n6. **\nGorgias\n** – https://www.gorgias.com\n   \nEcommerce-native helpdesk functioning primarily as a helpdesk with chat and chatbot capabilities\n.",
      "brands": [
        {
          "name": "Text",
          "domain": "text.com"
        },
        {
          "name": "Rep AI",
          "domain": "rep.ai"
        },
        {
          "name": "ChatBot",
          "domain": "chatbot.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Dapta",
          "domain": "dapta.ai"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.hellorep.ai/blog/best-chatbots-for-e-commerce-to-increase-sales-and-reduce-support-tickets",
          "domain": "hellorep.ai",
          "title": "8 Best Chatbots For Ecommerce in 2026 [To Boost Sales & Support]"
        },
        {
          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://www.voiceflow.com/blog/ecommerce-chatbot",
          "domain": "voiceflow.com",
          "title": "AI Chatbot for Ecommerce: Best Tools and Use Cases 2026"
        },
        {
          "url": "https://www.bloomreach.com/en/blog/best-ecommerce-chatbots",
          "domain": "bloomreach.com",
          "title": "Best Ecommerce Chatbots in 2026: 8 AI Tools Compared"
        },
        {
          "url": "https://www.vellum.ai/blog/best-ai-assistants-for-ecommerce-shopify-stores",
          "domain": "vellum.ai",
          "title": "Best AI Assistants for Ecommerce and Shopify Stores in 2026"
        },
        {
          "url": "https://dapta.ai/blog-posts/best-ai-chatbot-for-ecommerce/",
          "domain": "dapta.ai",
          "title": "AI Chatbot for Ecommerce: 7 Best Tools for 2026"
        },
        {
          "url": "https://delight.ai/blog/industry/best-ai-chatbot-ecommerce",
          "domain": "delight.ai",
          "title": "The 9 Best AI Chatbots for Ecommerce in 2026 (+Examples)"
        },
        {
          "url": "https://meku.dev/blog/best-ai-chatbots-for-ecommerce",
          "domain": "meku.dev",
          "title": "10 Best AI Chatbots for Ecommerce Sales and Support - Meku.dev"
        },
        {
          "url": "https://www.hiqbot.com/blog/best-ai-chatbots-for-ecommerce/",
          "domain": "hiqbot.com",
          "title": "Best AI Chatbots for Ecommerce in 2026: 8 Compared"
        }
      ],
      "searchQueries": [
        "best AI chatbot ecommerce store 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "ANTHROPIC",
      "run": 2,
      "askedAt": "2026-10-09T01:28:37.375Z",
      "text": "Here are the best AI chatbots for ecommerce stores, ranked by overall suitability:\n\n1. **\nText (AI Agent)\n**\n   https://text.com\n   \n74% autonomous resolution rate with major customers like Sephora (+25% AOV) and Wembley Stadium ($1.5M revenue in 6 months)\n\n\n2. **\nRep AI\n**\n   https://www.repai.io\n   \nAnalyzes user behavior and purchase history to deliver personalized product recommendations with real-time support\n; best for Shopify merchants\n\n3. **\nTidio\n**\n   https://www.tidio.com\n   \nCombines live chat, rule-based chatbot builder, and AI layer called Lyro for handling common customer questions\n; great for small to mid-sized stores\n\n4. **\nDapta\n**\n   https://www.dapta.ai\n   \nSingle AI agent that both sells and supports—answers product questions, recovers carts, and helps with checkout\n\n\n5. **\nGorgias\n**\n   https://www.gorgias.com\n   \nEcommerce-native helpdesk that functions primarily as a support platform with integrated chat and chatbot capabilities\n\n\n6. **\nAda\n**\n   https://www.ada.cx\n   \nAI platform that has automated over four billion conversations with voice AI, bot-to-agent handoffs, and enterprise-grade security\n\n\n7. **\nManyChat\n**\n   https://www.manychat.com\n   Best for social commerce across Instagram and Messenger",
      "brands": [
        {
          "name": "Text (AI Agent)",
          "domain": "text.com"
        },
        {
          "name": "Rep AI",
          "domain": "repai.io"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Dapta",
          "domain": "dapta.ai"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.hellorep.ai/blog/best-chatbots-for-e-commerce-to-increase-sales-and-reduce-support-tickets",
          "domain": "hellorep.ai",
          "title": "8 Best Chatbots For Ecommerce in 2026 [To Boost Sales & Support]"
        },
        {
          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://www.voiceflow.com/blog/ecommerce-chatbot",
          "domain": "voiceflow.com",
          "title": "AI Chatbot for Ecommerce: Best Tools and Use Cases 2026"
        },
        {
          "url": "https://www.bloomreach.com/en/blog/best-ecommerce-chatbots",
          "domain": "bloomreach.com",
          "title": "Best Ecommerce Chatbots in 2026: 8 AI Tools Compared"
        },
        {
          "url": "https://www.vellum.ai/blog/best-ai-assistants-for-ecommerce-shopify-stores",
          "domain": "vellum.ai",
          "title": "Best AI Assistants for Ecommerce and Shopify Stores in 2026"
        },
        {
          "url": "https://dapta.ai/blog-posts/best-ai-chatbot-for-ecommerce/",
          "domain": "dapta.ai",
          "title": "AI Chatbot for Ecommerce: 7 Best Tools for 2026"
        },
        {
          "url": "https://delight.ai/blog/industry/best-ai-chatbot-ecommerce",
          "domain": "delight.ai",
          "title": "The 9 Best AI Chatbots for Ecommerce in 2026 (+Examples)"
        },
        {
          "url": "https://meku.dev/blog/best-ai-chatbots-for-ecommerce",
          "domain": "meku.dev",
          "title": "10 Best AI Chatbots for Ecommerce Sales and Support - Meku.dev"
        },
        {
          "url": "https://www.hiqbot.com/blog/best-ai-chatbots-for-ecommerce/",
          "domain": "hiqbot.com",
          "title": "Best AI Chatbots for Ecommerce in 2026: 8 Compared"
        }
      ],
      "searchQueries": [
        "best AI chatbot ecommerce store 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "ANTHROPIC",
      "run": 3,
      "askedAt": "2026-10-09T01:29:32.253Z",
      "text": "Based on current research, here are the top AI chatbots for ecommerce stores:\n\n1. **\nText\n** — https://text.com\n   \nAI Agent with native Shopify integration, 74% resolution rate, and product recommendations as interactive cards\n\n\n2. **\nRep AI\n** — https://repai.io\n   \nBest for Shopify sites seeking both sales and support automation\n\n\n3. **\nTidio\n** — https://tidio.com\n   \nCombines live chat, a rule-based chatbot builder, and an AI layer called Lyro that automatically handles common customer questions\n\n\n4. **\nGorgias\n** — https://gorgias.com\n   \nBuilt for ecommerce brands, functioning primarily as a helpdesk that includes chat and chatbot capabilities\n\n\n5. **\nDapta\n** — https://dapta.ai\n   \nRuns a single AI agent that both sells and supports, answers product questions, recovers carts, and helps shoppers check out\n\n\n6. **\nHubSpot Chatbot Builder\n** — https://hubspot.com\n   \nBest for HubSpot-native teams\n\n\nThe best choice depends on your priorities: Text and Rep AI excel at sales and product discovery, Tidio and Gorgias are strong for customer support, and Dapta combines both sales and support in one platform.",
      "brands": [
        {
          "name": "Text",
          "domain": "text.com"
        },
        {
          "name": "Rep AI",
          "domain": "repai.io"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Dapta",
          "domain": "dapta.ai"
        },
        {
          "name": "HubSpot Chatbot Builder",
          "domain": "hubspot.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.hellorep.ai/blog/best-chatbots-for-e-commerce-to-increase-sales-and-reduce-support-tickets",
          "domain": "hellorep.ai",
          "title": "8 Best Chatbots For Ecommerce in 2026 [To Boost Sales & Support]"
        },
        {
          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://www.voiceflow.com/blog/ecommerce-chatbot",
          "domain": "voiceflow.com",
          "title": "AI Chatbot for Ecommerce: Best Tools and Use Cases 2026"
        },
        {
          "url": "https://www.bloomreach.com/en/blog/best-ecommerce-chatbots",
          "domain": "bloomreach.com",
          "title": "Best Ecommerce Chatbots in 2026: 8 AI Tools Compared"
        },
        {
          "url": "https://www.vellum.ai/blog/best-ai-assistants-for-ecommerce-shopify-stores",
          "domain": "vellum.ai",
          "title": "Best AI Assistants for Ecommerce and Shopify Stores in 2026"
        },
        {
          "url": "https://dapta.ai/blog-posts/best-ai-chatbot-for-ecommerce/",
          "domain": "dapta.ai",
          "title": "AI Chatbot for Ecommerce: 7 Best Tools for 2026"
        },
        {
          "url": "https://delight.ai/blog/industry/best-ai-chatbot-ecommerce",
          "domain": "delight.ai",
          "title": "The 9 Best AI Chatbots for Ecommerce in 2026 (+Examples)"
        },
        {
          "url": "https://meku.dev/blog/best-ai-chatbots-for-ecommerce",
          "domain": "meku.dev",
          "title": "10 Best AI Chatbots for Ecommerce Sales and Support - Meku.dev"
        },
        {
          "url": "https://www.hiqbot.com/blog/best-ai-chatbots-for-ecommerce/",
          "domain": "hiqbot.com",
          "title": "Best AI Chatbots for Ecommerce in 2026: 8 Compared"
        }
      ],
      "searchQueries": [
        "best AI chatbot ecommerce store 2026",
        "top ecommerce chatbots customer service"
      ]
    },
    {
      "prompt": 3,
      "engine": "PERPLEXITY",
      "run": 1,
      "askedAt": "2026-10-09T01:27:42.155Z",
      "text": "1. **Boei** — boei.help — Best overall for most stores, combining AI support, product guidance, cart recovery, WhatsApp, and 50+ channels at a flat monthly price.[1]\n\n2. **Zipchat** — zipchat.ai — Best for ecommerce-focused selling, with AI that handles customer support and product recommendations in the same conversation.[2]\n\n3. **Sobot AI Chatbot** — sobot.io — Best for cross-border retailers and omnichannel sellers using Shopify, Amazon, Lazada, TikTok Shop, or similar marketplaces.[3]\n\n4. **ManyChat** — manychat.com — Best for social-commerce stores that want to answer product questions and process orders through messaging channels.[4]\n\n5. **Gorgias AI Agent** — gorgias.com — Best for Shopify brands that want AI support tightly connected to their help desk, customer history, and store operations.[6]\n\n6. **Tidio Lyro** — tidio.com — Best for small and growing stores seeking an easy-to-deploy AI support chatbot for FAQs, product questions, and order assistance.[5]\n\n7. **Ada** — ada.cx — Best for larger ecommerce businesses needing advanced, multilingual customer-support automation at scale.[9]",
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        {
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        },
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          "name": "Zipchat",
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        },
        {
          "name": "Sobot AI Chatbot",
          "domain": "sobot.io"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Gorgias AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
      ],
      "sources": [
        {
          "url": "https://boei.help/blog/best-ai-chatbot-ecommerce/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Ecommerce: 7 Tools Compared (2026)"
        },
        {
          "url": "https://www.zipchat.ai/blog/best-ai-chatbot-for-ecommerce",
          "domain": "zipchat.ai",
          "title": "Best AI Chatbot for Ecommerce: 2026 Comparison"
        },
        {
          "url": "https://www.sobot.io/blog/top-ai-chatbots-ecommerce-retail-2026/",
          "domain": "sobot.io",
          "title": "Top 10 AI Chatbots for Ecommerce & Retail in 2026"
        },
        {
          "url": "https://botpress.com/blog/conversational-ai-for-e-commerce",
          "domain": "botpress.com",
          "title": "Top 6 AI Chatbots for E-Commerce in 2026"
        },
        {
          "url": "https://www.sobot.io/blog/top-10-ai-chatbots-for-ecommerce-and-retail-2026/",
          "domain": "sobot.io",
          "title": "❽ Tidio Lyro Ai -- The Smb..."
        },
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          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://yourgpt.ai/blog/growth/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "5 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
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          "url": "https://yourgpt.ai/blog/comparison/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "7 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
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          "url": "https://herothemes.com/blog/ecommerce-chatbots/",
          "domain": "herothemes.com",
          "title": "10. Botpress..."
        },
        {
          "url": "https://yourgpt.ai/blog/growth/top-ecommerce-ai-chatbots",
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        }
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    },
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      "askedAt": "2026-10-09T01:28:35.144Z",
      "text": "1. **Boei** — boei.help — Best overall for most stores, combining AI support, product guidance, cart recovery, WhatsApp, and 50+ channels at a flat monthly price.[1]\n\n2. **Zipchat** — zipchat.ai — Best for sales-focused stores because it handles customer support while actively recommending and selling products.[2]\n\n3. **Sobot AI Chatbot** — sobot.io — Best for larger or cross-border retailers needing Shopify, Amazon, Walmart, Lazada, and live-commerce integrations.[3]\n\n4. **Manychat** — manychat.com — Best for social-commerce brands using Instagram, WhatsApp, and Messenger to answer questions and process orders.[4]\n\n5. **Tidio Lyro** — tidio.com — Best for small and mid-sized stores that want an easy-to-deploy AI support chatbot with live-agent handoff.[5]\n\n6. **Gorgias AI Agent** — gorgias.com — Best for Shopify stores that want chatbot automation tightly connected to helpdesk tickets, order data, returns, and customer history.[6]\n\n7. **Ada** — ada.cx — Best for mid-market and enterprise ecommerce businesses requiring multilingual, high-volume support automation.[9]",
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          "name": "Sobot AI Chatbot",
          "domain": "sobot.io"
        },
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          "domain": "manychat.com"
        },
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          "name": "Tidio Lyro",
          "domain": "tidio.com"
        },
        {
          "name": "Gorgias AI Agent",
          "domain": "gorgias.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
      ],
      "sources": [
        {
          "url": "https://boei.help/blog/best-ai-chatbot-ecommerce/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Ecommerce: 7 Tools Compared (2026)"
        },
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          "url": "https://www.zipchat.ai/blog/best-ai-chatbot-for-ecommerce",
          "domain": "zipchat.ai",
          "title": "Best AI Chatbot for Ecommerce: 2026 Comparison"
        },
        {
          "url": "https://www.sobot.io/blog/top-ai-chatbots-ecommerce-retail-2026/",
          "domain": "sobot.io",
          "title": "Top 10 AI Chatbots for Ecommerce & Retail in 2026"
        },
        {
          "url": "https://botpress.com/blog/conversational-ai-for-e-commerce",
          "domain": "botpress.com",
          "title": "Top 6 AI Chatbots for E-Commerce in 2026"
        },
        {
          "url": "https://www.sobot.io/blog/top-10-ai-chatbots-for-ecommerce-and-retail-2026/",
          "domain": "sobot.io",
          "title": "❽ Tidio Lyro Ai -- The Smb..."
        },
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          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://yourgpt.ai/blog/growth/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "5 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
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          "url": "https://yourgpt.ai/blog/comparison/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "7 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
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          "url": "https://herothemes.com/blog/ecommerce-chatbots/",
          "domain": "herothemes.com",
          "title": "10. Botpress..."
        },
        {
          "url": "https://yourgpt.ai/blog/growth/top-ecommerce-ai-chatbots",
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          "title": "10 Best eCommerce Chatbots to Boost Sales & Conversions in 2026"
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    },
    {
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      "askedAt": "2026-10-09T01:29:28.165Z",
      "text": "1. **Boei** — boei.help — Best overall for most stores, combining AI sales/support with cart recovery and 50+ messaging channels at a flat monthly price.[1]\n\n2. **Zipchat** — zipchat.ai — Strong choice for ecommerce-focused product recommendations, customer support, and conversion-oriented conversations.[2]\n\n3. **Gorgias** — gorgias.com — Best for Shopify brands that want AI support tightly integrated with helpdesk workflows and order data.\n\n4. **Tidio Lyro** — tidio.com — Good affordable option for small and midsize stores handling FAQs, product questions, and basic support automation.[5]\n\n5. **Manychat** — manychat.com — Best for stores selling through Instagram, WhatsApp, and other social channels, with automated product inquiries and order conversations.[4]\n\n6. **Sobot AI Chatbot** — sobot.io — Best for cross-border and omnichannel retailers needing integrations with Shopify, Amazon, Walmart, Lazada, or TikTok Shop.[3]\n\n7. **Ada** — ada.cx — Best for larger ecommerce companies that need multilingual, high-volume customer-service automation.[9]",
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        },
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          "name": "Manychat",
          "domain": "manychat.com"
        },
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          "name": "Sobot AI Chatbot",
          "domain": "sobot.io"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
      ],
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        {
          "url": "https://boei.help/blog/best-ai-chatbot-ecommerce/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Ecommerce: 7 Tools Compared (2026)"
        },
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          "url": "https://www.zipchat.ai/blog/best-ai-chatbot-for-ecommerce",
          "domain": "zipchat.ai",
          "title": "Best AI Chatbot for Ecommerce: 2026 Comparison"
        },
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          "url": "https://www.sobot.io/blog/top-ai-chatbots-ecommerce-retail-2026/",
          "domain": "sobot.io",
          "title": "Top 10 AI Chatbots for Ecommerce & Retail in 2026"
        },
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          "url": "https://botpress.com/blog/conversational-ai-for-e-commerce",
          "domain": "botpress.com",
          "title": "Top 6 AI Chatbots for E-Commerce in 2026"
        },
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          "url": "https://www.sobot.io/blog/top-10-ai-chatbots-for-ecommerce-and-retail-2026/",
          "domain": "sobot.io",
          "title": "❽ Tidio Lyro Ai -- The Smb..."
        },
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          "url": "https://www.chatbot.com/blog/ecommerce-chatbots/",
          "domain": "chatbot.com",
          "title": "7 Best Ecommerce Chatbots to Boost Sales in 2026"
        },
        {
          "url": "https://yourgpt.ai/blog/growth/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "5 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
        {
          "url": "https://yourgpt.ai/blog/comparison/best-ai-chatbots-for-e-commerce-websites",
          "domain": "yourgpt.ai",
          "title": "7 Best AI Chatbots for E-commerce Websites - YourGPT Blog"
        },
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          "url": "https://herothemes.com/blog/ecommerce-chatbots/",
          "domain": "herothemes.com",
          "title": "10. Botpress..."
        },
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          "url": "https://yourgpt.ai/blog/growth/top-ecommerce-ai-chatbots",
          "domain": "yourgpt.ai",
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    },
    {
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      "askedAt": "2026-10-09T01:27:45.379Z",
      "text": "1. **Chatbase** - [chatbase.co](https://www.chatbase.co)  \n   Best overall for combining deep AI support automation with proactive Shopify actions like order lookups and product recommendations.\n\n2. **Gorgias** - [gorgias.com](https://www.gorgias.com)  \n   Best for high-volume support teams that need an AI agent deeply integrated with ticketing to handle complex returns, refunds, and order edits.\n\n3. **Tidio** - [tidio.com](https://www.tidio.com)  \n   Best for small and growing ecommerce stores wanting an easy-to-use blend of live chat, visual flows, and Lyro AI automation.\n\n4. **Zipchat** - [zipchat.ai](https://www.zipchat.ai)  \n   Best for conversion-focused brands looking to use autonomous AI sales agents for active product upselling and cart recovery.\n\n5. **AeroChat** - [aerochat.ai](https://www.aerochat.ai)  \n   Best for running customer service on autopilot across web chat, WhatsApp, Instagram, and email using Shopify-aware data.\n\n6. **Rep AI** - [hellorep.ai](https://www.hellorep.ai)  \n   Best for behavior-based conversational commerce on Shopify, tailoring chat triggers uniquely to how individual shoppers browse your store.",
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          "name": "Chatbase",
          "domain": "chatbase.co"
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          "name": "Tidio",
          "domain": "tidio.com"
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          "name": "Zipchat",
          "domain": "zipchat.ai"
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          "name": "AeroChat",
          "domain": "aerochat.ai"
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        {
          "name": "Rep AI",
          "domain": "hellorep.ai"
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      "askedAt": "2026-10-09T01:28:38.807Z",
      "text": "1. **Chatbase** — [chatbase.co](https://www.chatbase.co)  \n   Best for quick-setup, versatile AI agents that can handle both customer support and product recommendations across your website and messaging channels.\n\n2. **Rep AI** — [hellorep.ai](https://hellorep.ai)  \n   Best for maximizing store conversions and recovering abandoned carts through behavioral shopper intelligence built specifically for Shopify.\n\n3. **Gorgias** — [gorgias.com](https://www.gorgias.com)  \n   Best for support-heavy ecommerce teams looking to automate transactional workflows like order tracking, modifications, returns, and refunds.\n\n4. **Tidio (with Lyro AI)** — [tidio.com](https://www.tidio.com)  \n   Best for small and growing online stores wanting an easy-to-deploy, budget-friendly live chat and conversational AI solution.\n\n5. **Intercom Fin** — [intercom.com](https://www.intercom.com)  \n   Best for high-volume enterprise brands requiring an advanced, highly accurate AI agent with deep resolution metrics and smooth human handoffs.",
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          "domain": "chatbase.co"
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      "run": 3,
      "askedAt": "2026-10-09T01:29:31.466Z",
      "text": "1. **Gorgias**  \n   [gorgias.com](https://www.gorgias.com)  \n   Best for high-volume Shopify and Magento stores looking to merge ticket management, live chat, and automated AI support into a single platform.\n\n2. **Tidio (with Lyro AI)**  \n   [tidio.com](https://www.tidio.com)  \n   Best for small and growing ecommerce teams wanting an easy-to-use blend of live chat and conversational AI to handle repetitive customer questions.\n\n3. **Chatbase**  \n   [chatbase.co](https://www.chatbase.co)  \n   Best overall for no-code AI agent creation that can ingest custom knowledge bases, sync with Shopify, and manage automated order lookups and workflows.\n\n4. **Intercom (with Fin AI)**  \n   [intercom.com](https://www.intercom.com)  \n   Best for larger enterprise ecommerce brands needing high-volume, highly accurate customer resolution models backed by deep analytics.\n\n5. **Zipchat AI**  \n   [zipchat.ai](https://www.zipchat.ai)  \n   Best for driving sales conversions and reducing cart abandonment through proactive product recommendations and tailored upsells.\n\n6. **Rep AI**  \n   [hellorep.ai](https://www.hellorep.ai)  \n   Best for behavior-driven \"agentic commerce\" on Shopify, providing tailored shopper intelligence to boost both sales and support resolution.",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zipchat AI",
          "domain": "zipchat.ai"
        },
        {
          "name": "Rep AI",
          "domain": "hellorep.ai"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGU6H6GxTqjUVBdzg_oYYleuPCuS9tAhaiUTy2NnuJG1BFZIEIpavatmEnmjKGZmwiPhm1jDrqlZG6IIw45pe8j-pjKOeJvYP03F0fZlHpJpyPu1_YEebT0QDgNtORcRuLal1Z8rZ8eBQGEp_Jxlg==",
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          "domain": "emporiqa.com"
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          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEga-lOTvyb7XYrwrL0NDGM-nnozQWc8Ltj0FwlMMVUqleNdn9I4kM11y7FBhOaMOf71EkDjv_DCDcMPoOlhNA90YXVVgSYm5x6MEp_7lvXOLHnIWc7mRApij09FyU-UYm05GzEKACkX0a1rGWGxDz2jhg1E65CFTKgzbfj0Rb57g==",
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          "domain": "stridec.com"
        }
      ],
      "searchQueries": [
        "top ecommerce AI chatbots shopify",
        "best AI chatbot for ecommerce store 2025 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "GROK",
      "run": 1,
      "askedAt": "2026-10-09T01:27:59.800Z",
      "text": "**1. Gorgias**  \nhttps://www.gorgias.com  \nBest overall for Shopify/WooCommerce stores with native order actions, returns, and integrated helpdesk.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**2. Tidio (Lyro AI)**  \nhttps://www.tidio.com  \nTop all-in-one live chat + AI for small-to-mid stores with strong resolution and easy Shopify setup.[[2]](https://www.ringly.io/blog/shopify-chatbot)\n\n**3. Intercom (Fin)**  \nhttps://www.intercom.com  \nExcellent per-resolution AI agent for high-volume support and autonomous ticket handling.[[3]](https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026)\n\n**4. Ada**  \nhttps://www.ada.cx  \nLeading enterprise choice for autonomous, multilingual AI across channels and high conversation volumes.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)\n\n**5. Zendesk AI**  \nhttps://www.zendesk.com  \nStrong fit for larger teams already using Zendesk with robust omnichannel AI agents.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)\n\n**6. ManyChat**  \nhttps://manychat.com  \nIdeal for social commerce on Instagram, WhatsApp, and Messenger with automation flows.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**7. CustomGPT.ai**  \nhttps://customgpt.ai  \nBest for accurate, source-grounded product Q&A and complex catalog knowledge with citations.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "CustomGPT.ai",
          "domain": "customgpt.ai"
        }
      ],
      "sources": [
        {
          "url": "https://toolradar.com/guides/best-ai-chatbots-for-ecommerce",
          "domain": "toolradar.com"
        },
        {
          "url": "https://www.ringly.io/blog/shopify-chatbot",
          "domain": "ringly.io"
        },
        {
          "url": "https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026",
          "domain": "alphacorp.ai"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/",
          "domain": "chitika.com"
        }
      ],
      "searchQueries": [
        "best AI chatbots for ecommerce stores 2026",
        "top AI customer service chatbots for online stores",
        "best ecommerce AI chatbot platforms"
      ]
    },
    {
      "prompt": 3,
      "engine": "GROK",
      "run": 2,
      "askedAt": "2026-10-09T01:28:51.615Z",
      "text": "**1. Gorgias**  \nhttps://www.gorgias.com  \nTop pick for Shopify/WooCommerce stores with strong order actions, refunds, and helpdesk integration in one tool.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**2. Tidio (Lyro AI)**  \nhttps://www.tidio.com  \nExcellent all-in-one live chat + AI agent for small-to-mid stores, easy Shopify setup, and high accessibility.[[2]](https://www.ringly.io/blog/shopify-chatbot)\n\n**3. Intercom (Fin)**  \nhttps://www.intercom.com  \nStrong enterprise option with high resolution rates and shared inbox for post-purchase support.[[3]](https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026)\n\n**4. Zendesk AI**  \nhttps://www.zendesk.com  \nReliable choice for larger omnichannel teams already in the Zendesk ecosystem with broad integrations.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)\n\n**5. Ada**  \nhttps://www.ada.cx  \nEnterprise conversational AI excelling at autonomous, multilingual support across channels.[[5]](https://www.chitika.com/best-ai-chatbot-for-online-stores-in-2026-top-tools-compared/)\n\n**6. ManyChat**  \nhttps://manychat.com  \nBest for Instagram and WhatsApp DM-driven sales and social commerce flows.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**7. CustomGPT.ai**  \nhttps://customgpt.ai  \nIdeal for accurate, source-grounded product Q&A and complex catalog knowledge.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        },
        {
          "name": "Intercom (Fin)",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "CustomGPT.ai",
          "domain": "customgpt.ai"
        }
      ],
      "sources": [
        {
          "url": "https://toolradar.com/guides/best-ai-chatbots-for-ecommerce",
          "domain": "toolradar.com"
        },
        {
          "url": "https://www.ringly.io/blog/shopify-chatbot",
          "domain": "ringly.io"
        },
        {
          "url": "https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026",
          "domain": "alphacorp.ai"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/",
          "domain": "chitika.com"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbot-for-online-stores-in-2026-top-tools-compared/",
          "domain": "chitika.com"
        }
      ],
      "searchQueries": [
        "best AI chatbots for ecommerce stores 2026",
        "top AI customer service chatbots for online stores comparison",
        "best ecommerce AI chatbot tools 2025 2026"
      ]
    },
    {
      "prompt": 3,
      "engine": "GROK",
      "run": 3,
      "askedAt": "2026-10-09T01:29:44.774Z",
      "text": "**1. Gorgias**  \nhttps://www.gorgias.com  \nBest overall for Shopify/WooCommerce stores, with deep order actions (refunds, edits) and helpdesk integration in one AI-powered tool.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**2. Tidio (Lyro AI)**  \nhttps://www.tidio.com  \nTop all-in-one choice for small-to-mid ecommerce stores, combining live chat, AI resolutions, and product recommendations with easy Shopify setup.[[2]](https://www.ringly.io/blog/shopify-chatbot)\n\n**3. Intercom (Fin)**  \nhttps://www.intercom.com  \nStrong for high-volume resolution and shared inbox workflows, with reliable AI deflection across channels including ecommerce support.[[3]](https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026)\n\n**4. ManyChat**  \nhttps://manychat.com  \nExcellent for social-first ecommerce on Instagram, WhatsApp, and Messenger, driving sales and engagement through automated flows.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**5. Zendesk AI**  \nhttps://www.zendesk.com  \nIdeal for enterprise teams needing scalable AI agents integrated with existing CRM and support stacks.[[4]](https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/)\n\n**6. Ada**  \nhttps://www.ada.cx  \nLeading enterprise omnichannel option for multilingual, autonomous customer experiences across retail platforms.[[5]](https://www.chitika.com/best-ai-chatbot-for-online-stores-in-2026-top-tools-compared/)\n\n**7. Rep AI**  \nhttps://rep.ai  \nSales-focused Shopify chatbot that proactively engages browsers to boost conversions and handle support.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)\n\n**8. Octane AI**  \nhttps://octaneai.com  \nGreat for product recommendation quizzes and personalized shopping experiences on Shopify stores.[[1]](https://toolradar.com/guides/best-ai-chatbots-for-ecommerce)",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Rep AI",
          "domain": "rep.ai"
        },
        {
          "name": "Octane AI",
          "domain": "octaneai.com"
        }
      ],
      "sources": [
        {
          "url": "https://toolradar.com/guides/best-ai-chatbots-for-ecommerce",
          "domain": "toolradar.com"
        },
        {
          "url": "https://www.ringly.io/blog/shopify-chatbot",
          "domain": "ringly.io"
        },
        {
          "url": "https://alphacorp.ai/blog/best-ai-chatbot-for-e-commerce-2026",
          "domain": "alphacorp.ai"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbots-for-ecommerce-in-2026-10-platforms-compared/",
          "domain": "chitika.com"
        },
        {
          "url": "https://www.chitika.com/best-ai-chatbot-for-online-stores-in-2026-top-tools-compared/",
          "domain": "chitika.com"
        }
      ],
      "searchQueries": [
        "best AI chatbots for ecommerce stores 2026",
        "top AI chatbot platforms for online stores",
        "best ecommerce chatbots comparison"
      ]
    },
    {
      "prompt": 3,
      "engine": "AI_OVERVIEW",
      "run": 1,
      "askedAt": "2026-10-10T15:14:07.032Z",
      "text": "The best AI chatbot for an ecommerce store `depends heavily on your platform, team size, and specific support needs`:[[1]](https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/)[[2]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)[[3]](https://www.avasales.ai/blog-posts/7-best-ai-chatbots-for-ecommerce-compared)\n\n- **Gorgias:** Best overall AI chatbot for ecommerce and Shopify Support Teams , deeply integrated into store helpdesks with direct access to order history and tracking.[[1]](https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/)[[2]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)\n- **Tidio (Lyro):** Best budget-friendly option and top pick for **small or growing Shopify and independent stores** needing quick, easy deployment.[[1]](https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/)[[2]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)\n- **Intercom (Fin):** Best for **advanced AI customer experience** and mid-to-large DTC brands already using the Intercom ecosystem.[[1]](https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/)[[2]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)\n- **Zendesk AI Agents:** Best for **enterprise and high-volume omnichannel** support teams.[[1]](https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/)[[2]](https://www.avasales.ai/blog-posts/7-best-ai-chatbots-for-ecommerce-compared)\n- **Chatbase / Vatdi:** Best for **knowledge-base and RAG-trained** bots that automatically scrape your product pages, PDFs, and FAQs without complex setup.[[1]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)[[2]](https://vatdi.com/best-ai-chatbot-for-ecommerce)\n- **ManyChat:** Best for **social commerce** and automated chat funnels via Instagram and WhatsApp.[[1]](https://peoplemanagingpeople.com/tools/best-ai-platforms/)[[2]](https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores)\n\nTo help narrow down the right choice, tell me:\n\n- What **ecommerce platform** are you using (Shopify, WooCommerce, etc.)?\n- Are you prioritizing **customer support tickets**, **cart recovery** , or **product recommendations**?",
      "brands": [
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Vatdi",
          "domain": "vatdi.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.avasales.ai/blog-posts/7-best-ai-chatbots-for-ecommerce-compared",
          "domain": "avasales.ai",
          "title": "7 Best AI Chatbots for Ecommerce Compared (2026)"
        },
        {
          "url": "https://www.potionads.com/blog/best-ai-chatbot-software-for-your-ecommerce-stores",
          "domain": "potionads.com",
          "title": "Best AI Chatbot Software for your eCommerce Stores (2027 Guide)"
        },
        {
          "url": "https://www.edesk.com/blog/ai-chatbot-ecommerce-product-order-shipping/",
          "domain": "edesk.com",
          "title": "5 Best AI Chatbots for eCommerce Product, Order & Shipping ..."
        },
        {
          "url": "https://vatdi.com/best-ai-chatbot-for-ecommerce",
          "domain": "vatdi.com",
          "title": "Best AI Chatbot for E"
        },
        {
          "url": "https://peoplemanagingpeople.com/tools/best-ai-platforms/",
          "domain": "peoplemanagingpeople.com",
          "title": "15 Best AI Platforms for 2026 (Free + Paid Options)"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 4,
      "engine": "OPENAI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:57.195Z",
      "text": "1. **Intercom (Fin / Intercom Helpdesk)** — https://www.intercom.com  \n   Best-in-class integrations (450+ apps) and an AI agent designed to sit directly in your existing inbox/workflows so it can read and write to Zendesk, Salesforce, Slack, Jira, etc. ([intercom.com](https://www.intercom.com/integrations?utm_source=openai))\n\n2. **Zendesk AI** — https://www.zendesk.com  \n   Native AI that extends Zendesk workflows and can use external knowledge sources (help centers, websites, docs) so it augments — rather than replaces — your current help‑desk setup. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/9733984274586-Can-AI-agents-search-for-answers-outside-of-my-help-center?utm_source=openai))\n\n3. **Kustomer (Kustomer AI / Standalone Enterprise AI)** — https://www.kustomer.com  \n   Marketed as a standalone intelligence layer that intentionally integrates into existing helpdesks (starts with Zendesk) to preserve workflows, reporting and tickets while adding enterprise AI. ([kustomer.com](https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai))\n\n4. **Ada** — https://www.ada.support  \n   Strong out‑of‑the‑box integrations (including a dedicated Ada for Zendesk integration) so automated AI front‑end flows hand off to your established ticketing system when needed. ([info.ada.support](https://info.ada.support/hubfs/Ada_For_Zendesk.pdf?utm_source=openai))\n\n5. **Freshdesk — Freddy AI** — https://www.freshworks.com/freshdesk/  \n   Freshworks’ Freddy is built into Freshdesk/Freshservice but also provides connectors and copilot features to surface context from CRMs and help centers — good if you want tight agent assist within an existing helpdesk. ([freshworks.com](https://www.freshworks.com/freshdesk/freddy-ai-for-cx/helpdesk/?utm_source=openai))\n\n6. **Ultimate.ai** — https://www.ultimate.ai  \n   (Enterprise-focused) Designed to plug into existing ticketing systems and train on historical tickets so it augments current helpdesk workflows rather than forcing migration. ([reddit.com](https://www.reddit.com/r/u_RachelOngWrites/comments/1oz7abc/i_tested_10_ai_customer_support_tools_over_6/?utm_source=openai))\n\n7. **Helpshift** — https://www.helpshift.com  \n   Especially strong for in‑app/mobile support with integrations to common tooling; useful if your helpdesk strategy includes mobile SDKs and messaging channels. ([helpshift.com](https://www.helpshift.com/wp-content/uploads/2024/05/Re-defining-Support-for-Mobile-Apps-One-Pager.pdf?utm_source=openai))\n\nNotes (brief): I ranked these for “integrates best with existing help desks” — that means vendors that are designed to augment or plug into established ticketing/CRM systems (Zendesk, Salesforce, Intercom, Freshdesk, etc.) rather than force a full platform migration. If you want, I can: a) narrow this to just Zendesk‑centric solutions, b) compare pricing/enterprise features for the top 3, or c) produce a quick integration checklist (data connectors, SSO, ticket syncing, training on past tickets) for whichever product you’re leaning toward.",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Kustomer",
          "domain": "kustomer.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Ultimate.ai",
          "domain": "ultimate.ai"
        },
        {
          "name": "Helpshift",
          "domain": "helpshift.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.intercom.com/integrations?utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom Integrations: Connect Your Tools & Switch from Zendesk"
        },
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/9733984274586-Can-AI-agents-search-for-answers-outside-of-my-help-center?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Can AI agents search for answers outside of my help center? – Zendesk help"
        },
        {
          "url": "https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai",
          "domain": "kustomer.com",
          "title": "Kustomer Launches Standalone Enterprise AI Platform | Kustomer"
        },
        {
          "url": "https://info.ada.support/hubfs/Ada_For_Zendesk.pdf?utm_source=openai",
          "domain": "info.ada.support",
          "title": "Ada For Zendesk"
        },
        {
          "url": "https://www.freshworks.com/freshdesk/freddy-ai-for-cx/helpdesk/?utm_source=openai",
          "domain": "freshworks.com",
          "title": "Freshdesk AI Helpdesk: Freddy AI Copilot for Customer Service"
        },
        {
          "url": "https://www.reddit.com/r/u_RachelOngWrites/comments/1oz7abc/i_tested_10_ai_customer_support_tools_over_6/?utm_source=openai",
          "domain": "reddit.com",
          "title": "I tested 10 AI customer support tools over 6 weeks. Here's my honest comparison (no sponsorships)"
        },
        {
          "url": "https://www.helpshift.com/wp-content/uploads/2024/05/Re-defining-Support-for-Mobile-Apps-One-Pager.pdf?utm_source=openai",
          "domain": "helpshift.com",
          "title": "helpshift\n\nRe-defining Support for Mobile Apps\n\nTh"
        }
      ],
      "searchQueries": [
        "Ada AI customer service integrates with Zendesk Intercom Freshdesk integrations",
        "Intercom AI customer service integrations with help desk platforms Zendesk Salesforce",
        "Zendesk AI answers integrations with existing help desks partners",
        "Ultimate.ai integrations with Zendesk Salesforce Freshdesk",
        "Freshdesk Freddy AI integrations with other help desks and CRMs",
        "Salesforce Einstein for Service integrates with help desk platforms",
        "Kustomer AI integrations with Zendesk Intercom Freshdesk",
        "Helpshift AI integrations mobile customer service integrations"
      ]
    },
    {
      "prompt": 4,
      "engine": "OPENAI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:51.370Z",
      "text": "1. **Intercom** — intercom.com  \n   Excellent inbox + AI stack that natively integrates with major helpdesks and can import/update Zendesk/Freshdesk knowledge, making deployment on top of an existing helpdesk straightforward. ([intercom.com](https://www.intercom.com/integrations?utm_source=openai))\n\n2. **Zendesk (Zendesk AI / Answer Bot)** — zendesk.com  \n   Built to sit inside Zendesk Support/Guide with connectors for external KBs and third‑party sources, so it’s the simplest choice if your system of record is already Zendesk. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/9733984274586-Can-AI-agents-search-for-answers-outside-of-my-help-center?utm_source=openai))\n\n3. **Freshdesk / Freddy AI (Freshworks)** — freshdesk.com / freshworks.com  \n   Freddy AI is designed to augment existing Freshdesk instances and provides MCP/open integration options to connect to other helpdesks and knowledge sources. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000014407-mcp-integration-frequently-asked-questions-faq-?utm_source=openai))\n\n4. **Salesforce Service Cloud (Einstein for Service)** — salesforce.com  \n   Deep native integration with Salesforce Service Cloud as the system of record, offering AI routing, article recommendations and agent assist that plug directly into existing case workflows. ([c1.sfdcstatic.com](https://c1.sfdcstatic.com/content/dam/web/en_us/www/documents/datasheets/einstein-for-service-data-sheet.pdf?utm_source=openai))\n\n5. **LivePerson (Conversational Cloud / LP Sync)** — liveperson.com  \n   Enterprise-grade conversational AI with an integration hub and embedded “Sync” experience for placing the AI/agent workspace inside Salesforce, other CRMs, and helpdesk platforms. ([liveperson.com](https://www.liveperson.com/products/integrations/?utm_source=openai))\n\n6. **Front + Front AI** — front.com / front.ai  \n   Inbox-centric platform that layers AI over existing channels and provides native integrations/connectors so teams can keep their current ticketing/CRM while adding AI assistance. ([front.ai](https://front.ai/technology-integration/?utm_source=openai))\n\n7. **Ada** — ada.support  \n   Focused on automated customer conversation flows with prebuilt connectors to popular helpdesks and CRMs, enabling fast rollout that complements rather than replaces your current helpdesk. ([twig.so](https://www.twig.so/blog/top-10-ai-customer-support-tools-helpdesk-integration-2026?utm_source=openai))\n\nNotes: I ranked tools by how well they integrate into existing helpdesk setups (native integrations, connectors/imports, and embedding into agent workflows). If you want, I can re-rank by cost, enterprise readiness, or show which of these has out-of-the-box connectors for a specific helpdesk you use (e.g., Zendesk, ServiceNow, HubSpot) — tell me which helpdesk and I’ll list the exact integration options and setup links.",
      "brands": [
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Salesforce Service Cloud",
          "domain": "salesforce.com"
        },
        {
          "name": "LivePerson",
          "domain": "liveperson.com"
        },
        {
          "name": "Front",
          "domain": "front.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        }
      ],
      "sources": [
        {
          "url": "https://www.intercom.com/integrations?utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom Integrations: Connect Your Tools & Switch from Zendesk"
        },
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/9733984274586-Can-AI-agents-search-for-answers-outside-of-my-help-center?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Can AI agents search for answers outside of my help center? – Zendesk help"
        },
        {
          "url": "https://support.freshdesk.com/support/solutions/articles/50000014407-mcp-integration-frequently-asked-questions-faq-?utm_source=openai",
          "domain": "support.freshdesk.com",
          "title": "MCP Integration: Frequently asked questions (FAQ) : Freshdesk Support"
        },
        {
          "url": "https://c1.sfdcstatic.com/content/dam/web/en_us/www/documents/datasheets/einstein-for-service-data-sheet.pdf?utm_source=openai",
          "domain": "c1.sfdcstatic.com",
          "title": "EINSTEIN for SERVICE:"
        },
        {
          "url": "https://www.liveperson.com/products/integrations/?utm_source=openai",
          "domain": "liveperson.com",
          "title": "Integrate Your Business with LivePerson's AI-Powered Solutions"
        },
        {
          "url": "https://front.ai/technology-integration/?utm_source=openai",
          "domain": "front.ai",
          "title": "Technology & Integration - Front AI"
        },
        {
          "url": "https://www.twig.so/blog/top-10-ai-customer-support-tools-helpdesk-integration-2026?utm_source=openai",
          "domain": "twig.so",
          "title": "Top 10 AI Customer Support Tools That Integrate with Your Helpdesk in 2026 | Twig"
        }
      ],
      "searchQueries": [
        "best AI customer service tools that integrate with help desks 2026",
        "Zendesk AI integrations with existing help desk",
        "Freshdesk AI (Freshworks) integrations help desk AI 2026",
        "Intercom AI integrations with help desk 2026",
        "Ada AI customer service integrations 2026",
        "Salesforce Service Cloud Einstein integrations with help desks 2026",
        "Genesys DX integrations with help desks 2026",
        "LivePerson integrations with help desk platforms 2026",
        "Front AI customer service integrations 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "OPENAI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:40.676Z",
      "text": "1. **Zendesk AI** — https://www.zendesk.com — Best-in-class native AI that directly surfaces ticket context, knowledge and customer data inside Zendesk and connects outward via the MCP Server for seamless helpdesk integrations. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai))\n\n2. **Intercom (Fin / Intercom Helpdesk + AI)** — https://www.intercom.com — Native AI agent and Copilot tightly integrated with Intercom’s shared inbox and many third‑party helpdesk/CRM integrations so AI and human agents operate from the same context. ([intercom.com](https://www.intercom.com/helpdesk?eventId=21&utm_source=openai))\n\n3. **Freshdesk / Freddy AI (Freshworks)** — https://www.freshworks.com/freshdesk — Freddy AI is embedded across Freshdesk/Omnichannel workflows to reduce response/resolution times and integrates with existing ticketing, CRM and knowledge systems. ([freshworks.com](https://www.freshworks.com/assets/resources/noindex/Freddy-AI-Copilot-Guide.pdf?utm_source=openai))\n\n4. **Ada** — https://www.ada.support — AI-first customer service automation with deep integrations to major helpdesks and CRMs (Zendesk, Salesforce, etc.), designed to escalate to and sync with human ticketing workflows. \n\n5. **Kustomer (Kustomer AI)** — https://www.kustomer.com — Enterprise AI layer built to sit on top of existing CX stacks with open APIs/webhooks and integrations so AI agents can read/write to your helpdesk and external systems. ([kustomer.com](https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai))\n\n6. **Netomi** — https://www.netomi.com — AI resolution platform focused on automating ticket resolution and agent productivity with prebuilt connectors for common helpdesks and knowledge bases. ([cdn.featuredcustomers.com](https://cdn.featuredcustomers.com/customer_success_report/FC-CUSTOMER-SUCCESS-REPORT-WINTER-2026-AI-CUSTOMER-SERVICE.pdf?utm_source=openai))\n\nNotes (brief):\n- I ranked by how tightly the AI operates within an existing helpdesk (native AI + platform integration first), plus enterprise integration options and current market traction. Sources: vendor docs and recent product announcements/reviews above. ([support.zendesk.com](https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai))",
      "brands": [
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Freshworks",
          "domain": "freshworks.com"
        },
        {
          "name": "Ada",
          "domain": "ada.support"
        },
        {
          "name": "Kustomer",
          "domain": "kustomer.com"
        },
        {
          "name": "Netomi",
          "domain": "netomi.com"
        }
      ],
      "sources": [
        {
          "url": "https://support.zendesk.com/hc/en-us/articles/10018448457498-Overview-of-Zendesk-AI-offerings?utm_source=openai",
          "domain": "support.zendesk.com",
          "title": "Overview of Zendesk AI offerings – Zendesk help"
        },
        {
          "url": "https://www.intercom.com/helpdesk?eventId=21&utm_source=openai",
          "domain": "intercom.com",
          "title": "AI Helpdesk Software for Customer Service | Intercom"
        },
        {
          "url": "https://www.freshworks.com/assets/resources/noindex/Freddy-AI-Copilot-Guide.pdf?utm_source=openai",
          "domain": "freshworks.com",
          "title": "Why AI, why now?"
        },
        {
          "url": "https://www.kustomer.com/resources/pr/ai-standalone/?utm_source=openai",
          "domain": "kustomer.com",
          "title": "Kustomer Launches Standalone Enterprise AI Platform | Kustomer"
        },
        {
          "url": "https://cdn.featuredcustomers.com/customer_success_report/FC-CUSTOMER-SUCCESS-REPORT-WINTER-2026-AI-CUSTOMER-SERVICE.pdf?utm_source=openai",
          "domain": "cdn.featuredcustomers.com",
          "title": "Winter 2026 AI Customer Service"
        }
      ],
      "searchQueries": [
        "best AI customer service tools that integrate with helpdesk 2026",
        "Zendesk AI integrations AI customer service 2026",
        "Freshdesk AI integration Freddy AI 2026",
        "Ada AI customer service integrates with helpdesk 2026",
        "Kustomer AI integration 2026",
        "Intercom AI helpdesk integration 2026",
        "Netomi AI customer service integration 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "ANTHROPIC",
      "run": 1,
      "askedAt": "2026-10-09T01:27:54.329Z",
      "text": "Based on current market reviews, here are the best AI customer service tools for integrating with existing help desks:\n\n1. **eesel AI**, https://www.eesel.ai\n\nFastest start for keeping your current help desk and adding AI on top, with a free plan and one fixed monthly price.\n\n\n2. **Intercom Fin**, https://www.intercom.com\n\nCan connect to selected external platforms, making it useful for teams that want to add an autonomous AI agent without immediately replacing their existing support system.\n\n\n3. **Forethought**, https://www.forethought.ai\n\nBest for enterprises that want AI agents across help desks.\n\n\n4. **Chatbase**, https://www.chatbase.co\n\nCan connect tools like Zendesk, Salesforce, Shopify, HubSpot, Intercom, WhatsApp, Slack, Stripe, and Twilio to support more advanced customer workflows.\n\n\n5. **Freshdesk (Freddy AI)**, https://www.freshdesk.com\n\nBest for small and mid-sized teams that want AI in an affordable help desk.\n\n\n6. **Zendesk AI**, https://www.zendesk.com\n\nIntegrates with nearly 2,000 different platforms and lets you create custom apps and workflows.",
      "brands": [
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Freshdesk (Freddy AI)",
          "domain": "freshdesk.com"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.helpscout.com/blog/ai-customer-support-software/",
          "domain": "helpscout.com",
          "title": "The 9 Best AI Customer Service Software in 2026"
        },
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "13 best conversational AI customer service tools in 2026, compared"
        },
        {
          "url": "https://knowmax.ai/blog/ai-customer-service-tools/",
          "domain": "knowmax.ai",
          "title": "12 Best AI Customer Service Tools for 2026: Speed, Scale & Intelligence"
        },
        {
          "url": "https://thelevel.ai/blog/ai-tools-for-customer-support",
          "domain": "thelevel.ai",
          "title": "11 best AI tools for customer support in 2026 (compared by features and use cases)"
        },
        {
          "url": "https://www.freshworks.com/customer-service/support/ai/",
          "domain": "freshworks.com",
          "title": "10 best AI tools for customer support in 2026"
        },
        {
          "url": "https://www.nextiva.com/blog/ai-customer-service-tools.html",
          "domain": "nextiva.com",
          "title": "Best AI Customer Service Tools for 2026 (Compared)"
        },
        {
          "url": "https://www.zendesk.com/service/help-desk-software/ai-help-desk/",
          "domain": "zendesk.com",
          "title": "AI service desk: Benefits, features + top 8 tools of 2026"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://thecxlead.com/tools/best-ai-helpdesk-software/",
          "domain": "thecxlead.com",
          "title": "10 Best AI Helpdesk Software Reviewed in 2026"
        }
      ],
      "searchQueries": [
        "best AI customer service tools integrate help desk 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "ANTHROPIC",
      "run": 2,
      "askedAt": "2026-10-09T01:28:46.316Z",
      "text": "Based on current information, here are the best AI customer service tools ranked by help desk integration capabilities:\n\n1. **\neesel AI\n** – https://eesel.ai\n   \nFastest start if you want to keep your current help desk and add AI on top, with one fixed monthly price\n.\n\n2. **\nZendesk\n** – https://zendesk.com\n   \nIntegrates with nearly 2,000 different platforms and lets you create custom apps and workflows\n.\n\n3. **\nIntercom\n** – https://intercom.com\n   \nCan connect to selected external platforms in addition to its integrated help desk\n.\n\n4. **\nFreshdesk (Freddy AI)\n** – https://freshdesk.com\n   \nEmail, chat, phone, and social channels all flow into one workspace with 1,000+ integrations\n.\n\n5. **\nChatbase\n** – https://chatbase.com\n   \nCan connect tools like Zendesk, Salesforce, Shopify, HubSpot, Intercom, WhatsApp, Slack, Stripe, and Twilio\n.\n\n6. **\nBrainfish\n** – https://brainfish.ai\n   \nIntegrates with your product, help desk, CMS, and website\n.",
      "brands": [
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Freshdesk (Freddy AI)",
          "domain": "freshdesk.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.com"
        },
        {
          "name": "Brainfish",
          "domain": "brainfish.ai"
        }
      ],
      "sources": [
        {
          "url": "https://knowmax.ai/blog/ai-customer-service-tools/",
          "domain": "knowmax.ai",
          "title": "12 Best AI Customer Service Tools for 2026: Speed, Scale & Intelligence"
        },
        {
          "url": "https://www.helpscout.com/blog/ai-customer-support-software/",
          "domain": "helpscout.com",
          "title": "The 9 Best AI Customer Service Software in 2026"
        },
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "13 best conversational AI customer service tools in 2026, compared"
        },
        {
          "url": "https://thelevel.ai/blog/ai-tools-for-customer-support",
          "domain": "thelevel.ai",
          "title": "11 best AI tools for customer support in 2026 (compared by features and use cases)"
        },
        {
          "url": "https://www.nextiva.com/blog/ai-customer-service-tools.html",
          "domain": "nextiva.com",
          "title": "Best AI Customer Service Tools for 2026 (Compared)"
        },
        {
          "url": "https://www.velaris.io/articles/top-10-ai-customer-service-software-tools-for-2026",
          "domain": "velaris.io",
          "title": "10 Best AI Customer Service Software Tools for 2026"
        },
        {
          "url": "https://www.freshworks.com/customer-service/support/ai/",
          "domain": "freshworks.com",
          "title": "10 best AI tools for customer support in 2026"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.helpshift.com/blog/ai-customer-service-platform/",
          "domain": "helpshift.com",
          "title": "11 Best AI Customer Support Automation Platforms (2026)"
        }
      ],
      "searchQueries": [
        "best AI customer service tools help desk integration 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "ANTHROPIC",
      "run": 3,
      "askedAt": "2026-10-09T01:29:39.417Z",
      "text": "Based on current information, here are the best AI customer service tools for integrating with existing help desks:\n\n1. **eesel AI** – https://www.eesel.ai\n   \nFastest to start if you want to keep your current help desk and add AI on top, with a free plan and one fixed monthly price.\n\n\n2. **Zendesk AI** – https://www.zendesk.com\n   \nIntegrates with nearly 2,000 different platforms and lets you create custom apps and workflows using Zendesk Sunshine™.\n\n\n3. **Intercom Fin** – https://www.intercom.com\n   \nCan work with Intercom's help desk or connect to selected external platforms.\n\n\n4. **Chatbase** – https://www.chatbase.com\n   \nTeams can connect tools like Zendesk, Salesforce, Shopify, HubSpot, Intercom, WhatsApp, Slack, Stripe, and Twilio to support more advanced customer workflows.\n\n\n5. **Freshdesk (Freddy AI)** – https://www.freshdesk.com\n   \nEmail, chat, phone, and social channels all flow into one workspace with 1,000+ integrations.\n\n\n6. **Botpress** – https://www.botpress.com\n   \nConnects to Zendesk or Intercom, or runs as a standalone AI-native helpdesk.",
      "brands": [
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        }
      ],
      "sources": [
        {
          "url": "https://knowmax.ai/blog/ai-customer-service-tools/",
          "domain": "knowmax.ai",
          "title": "12 Best AI Customer Service Tools for 2026: Speed, Scale & Intelligence"
        },
        {
          "url": "https://www.helpscout.com/blog/ai-customer-support-software/",
          "domain": "helpscout.com",
          "title": "The 9 Best AI Customer Service Software in 2026"
        },
        {
          "url": "https://thelevel.ai/blog/ai-tools-for-customer-support",
          "domain": "thelevel.ai",
          "title": "11 best AI tools for customer support in 2026 (compared by features and use cases)"
        },
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "13 best conversational AI customer service tools in 2026, compared"
        },
        {
          "url": "https://www.velaris.io/articles/top-10-ai-customer-service-software-tools-for-2026",
          "domain": "velaris.io",
          "title": "10 Best AI Customer Service Software Tools for 2026"
        },
        {
          "url": "https://www.nextiva.com/blog/ai-customer-service-tools.html",
          "domain": "nextiva.com",
          "title": "Best AI Customer Service Tools for 2026 (Compared)"
        },
        {
          "url": "https://www.freshworks.com/customer-service/support/ai/",
          "domain": "freshworks.com",
          "title": "10 best AI tools for customer support in 2026"
        },
        {
          "url": "https://botpress.com/blog/ai-agent-customer-support",
          "domain": "botpress.com",
          "title": "The 11 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://www.helpshift.com/blog/ai-customer-service-platform/",
          "domain": "helpshift.com",
          "title": "11 Best AI Customer Support Automation Platforms (2026)"
        }
      ],
      "searchQueries": [
        "best AI customer service tools help desk integration 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "PERPLEXITY",
      "run": 1,
      "askedAt": "2026-10-09T01:27:55.688Z",
      "text": "1. **Fin by Intercom** — intercom.com — Best overall for adding AI resolution to existing Intercom, Salesforce, Zendesk, Freshdesk, and HubSpot workflows without migrating the help desk.[1][2]\n\n2. **My AskAI** — myaskai.com — Installs inside widely used help desks, including Zendesk, Intercom, Freshdesk, Gorgias, and HubSpot, making it a strong drop-in option.[2]\n\n3. **Ada** — ada.cx — Strong choice for enterprise teams needing integrations across support systems, channels, and business data.\n\n4. **Decagon** — decagon.ai — Well suited to complex support operations that need AI agents connected to existing workflows and human escalation.\n\n5. **Kustomer IQ** — kustomer.com — Best for teams already using Kustomer and wanting AI built directly into its customer-service workspace.\n\n6. **Kommunicate** — kommunicate.io — Offers no-code deployment, help-desk and CRM integrations, webhooks, multilingual support, and human handoffs.[3]\n\n**Best default pick:** Fin by Intercom, because it combines broad help-desk compatibility with deployment that does not require replacing the current support platform.[1]",
      "brands": [
        {
          "name": "Fin by Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Decagon",
          "domain": "decagon.ai"
        },
        {
          "name": "Kustomer IQ",
          "domain": "kustomer.com"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "The 11 top AI customer service tools in 2026, compared - eesel AI"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://learn.g2.com/best-ai-customer-support-agents-software",
          "domain": "learn.g2.com",
          "title": "6 AI Customer Support Agents Software I’d Consider in 2026"
        },
        {
          "url": "https://helply.com/blog/best-ai-tools-for-customer-support-teams",
          "domain": "helply.com",
          "title": "5. Help Scout: Best For Lean..."
        },
        {
          "url": "https://www.happyfox.com/ai-customer-support-software/",
          "domain": "happyfox.com",
          "title": "Best AI Customer Support Software in 2026 (Top 11)"
        },
        {
          "url": "https://fin.ai/learn/best-ai-agents-customer-service",
          "domain": "fin.ai",
          "title": "10 Best AI Agents for Customer Service in 2026"
        },
        {
          "url": "https://www.braintrust.dev/articles/best-ai-customer-service-agents-2026",
          "domain": "braintrust.dev",
          "title": "Decagon"
        },
        {
          "url": "https://quiq.com/blog/ai-customer-service-solutions/",
          "domain": "quiq.com",
          "title": "9 Best AI Customer Service Solutions for Businesses in 2026"
        },
        {
          "url": "https://fin.ai/learn/ai-tools-customer-support",
          "domain": "fin.ai",
          "title": "Top 7 AI Tools for Customer Support: The 2026 Guide"
        },
        {
          "url": "https://www.kommunicate.io/blog/best-ai-tools-for-customer-service/",
          "domain": "kommunicate.io",
          "title": "AI Customer Service Tools: 13 Platforms Compared"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 4,
      "engine": "PERPLEXITY",
      "run": 2,
      "askedAt": "2026-10-09T01:28:46.712Z",
      "text": "1. **Fin by Intercom** — intercom.com — Best overall for adding AI resolution to existing Intercom, Salesforce, Freshdesk, and HubSpot workflows without migrating the help desk.[1][2]\n\n2. **My AskAI** — myaskai.com — Installs inside Zendesk, Intercom, Freshdesk, Gorgias, and HubSpot, making it a strong multi-help-desk option.[3]\n\n3. **Decagon** — decagon.com — Best for larger support teams needing an AI agent connected across help-desk and business systems.[4]\n\n4. **Kommunicate** — kommunicate.io — Offers integrations with popular help desks and CRMs, plus web, mobile, and WhatsApp support with human handoffs.[5]\n\n5. **Ada** — ada.cx — A mature automation platform suited to teams that need omnichannel AI and integrations with existing customer-service systems.[4]\n\n6. **Chatbase** — chatbase.co — A relatively quick-to-deploy AI support agent that can complement existing help-desk tools rather than replace them.[3]",
      "brands": [
        {
          "name": "Fin by Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Decagon",
          "domain": "decagon.com"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "The 11 top AI customer service tools in 2026, compared - eesel AI"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://learn.g2.com/best-ai-customer-support-agents-software",
          "domain": "learn.g2.com",
          "title": "6 AI Customer Support Agents Software I’d Consider in 2026"
        },
        {
          "url": "https://helply.com/blog/best-ai-tools-for-customer-support-teams",
          "domain": "helply.com",
          "title": "5. Help Scout: Best For Lean..."
        },
        {
          "url": "https://www.happyfox.com/ai-customer-support-software/",
          "domain": "happyfox.com",
          "title": "Best AI Customer Support Software in 2026 (Top 11)"
        },
        {
          "url": "https://fin.ai/learn/best-ai-agents-customer-service",
          "domain": "fin.ai",
          "title": "10 Best AI Agents for Customer Service in 2026"
        },
        {
          "url": "https://www.braintrust.dev/articles/best-ai-customer-service-agents-2026",
          "domain": "braintrust.dev",
          "title": "Decagon"
        },
        {
          "url": "https://quiq.com/blog/ai-customer-service-solutions/",
          "domain": "quiq.com",
          "title": "9 Best AI Customer Service Solutions for Businesses in 2026"
        },
        {
          "url": "https://fin.ai/learn/ai-tools-customer-support",
          "domain": "fin.ai",
          "title": "Top 7 AI Tools for Customer Support: The 2026 Guide"
        },
        {
          "url": "https://www.kommunicate.io/blog/best-ai-tools-for-customer-service/",
          "domain": "kommunicate.io",
          "title": "AI Customer Service Tools: 13 Platforms Compared"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 4,
      "engine": "PERPLEXITY",
      "run": 3,
      "askedAt": "2026-10-09T01:29:41.758Z",
      "text": "1. **Intercom Fin** — intercom.com — Best overall for existing help desks, with native connections to Intercom, Salesforce, Freshdesk, and HubSpot without requiring migration.[1][2]\n\n2. **My AskAI** — myaskai.com — Installs inside Zendesk, Intercom, Freshdesk, Gorgias, and HubSpot, making it a strong choice for teams keeping their current help desk.[2]\n\n3. **Decagon** — decagon.ai — Suited to larger support operations that need AI agents connected across multiple customer-service systems.[3]\n\n4. **Ada** — ada.cx — A mature automation platform designed to integrate with established help desks and hand conversations to human agents.\n\n5. **Kommunicate** — kommunicate.io — Offers no-code deployment, help-desk and CRM integrations, multilingual support, and smooth human handoffs.[4]\n\n6. **Zendesk AI Agents** — zendesk.com — Best for organizations already using Zendesk because the AI is built directly into the ticketing and agent workspace.[5]\n\n7. **Salesforce Agentforce** — salesforce.com — Strongest for Salesforce-centered service teams needing AI connected to CRM records, workflows, and existing support operations.[6]",
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        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "My AskAI",
          "domain": "myaskai.com"
        },
        {
          "name": "Decagon",
          "domain": "decagon.ai"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        },
        {
          "name": "Zendesk AI Agents",
          "domain": "zendesk.com"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/top-ai-customer-service-tools",
          "domain": "eesel.ai",
          "title": "The 11 top AI customer service tools in 2026, compared - eesel AI"
        },
        {
          "url": "https://www.chatbase.co/blog/ai-tools-for-customer-support",
          "domain": "chatbase.co",
          "title": "11 Best AI Customer Support Tools for 2026 - Chatbase"
        },
        {
          "url": "https://learn.g2.com/best-ai-customer-support-agents-software",
          "domain": "learn.g2.com",
          "title": "6 AI Customer Support Agents Software I’d Consider in 2026"
        },
        {
          "url": "https://helply.com/blog/best-ai-tools-for-customer-support-teams",
          "domain": "helply.com",
          "title": "5. Help Scout: Best For Lean..."
        },
        {
          "url": "https://www.happyfox.com/ai-customer-support-software/",
          "domain": "happyfox.com",
          "title": "Best AI Customer Support Software in 2026 (Top 11)"
        },
        {
          "url": "https://fin.ai/learn/best-ai-agents-customer-service",
          "domain": "fin.ai",
          "title": "10 Best AI Agents for Customer Service in 2026"
        },
        {
          "url": "https://www.braintrust.dev/articles/best-ai-customer-service-agents-2026",
          "domain": "braintrust.dev",
          "title": "Decagon"
        },
        {
          "url": "https://quiq.com/blog/ai-customer-service-solutions/",
          "domain": "quiq.com",
          "title": "9 Best AI Customer Service Solutions for Businesses in 2026"
        },
        {
          "url": "https://fin.ai/learn/ai-tools-customer-support",
          "domain": "fin.ai",
          "title": "Top 7 AI Tools for Customer Support: The 2026 Guide"
        },
        {
          "url": "https://www.kommunicate.io/blog/best-ai-tools-for-customer-service/",
          "domain": "kommunicate.io",
          "title": "AI Customer Service Tools: 13 Platforms Compared"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 4,
      "engine": "GEMINI",
      "run": 1,
      "askedAt": "2026-10-09T01:27:58.279Z",
      "text": "1. **Zendesk AI**  \n   [zendesk.com/service/ai](https://www.zendesk.com/service/ai)  \n   Built directly into the Zendesk ecosystem, offering native ticket triage, automated agent assists, and seamless handoffs without third-party connector friction.\n\n2. **Intercom Fin AI**  \n   [intercom.com/fin](https://www.intercom.com/fin)  \n   Integrates smoothly with multiple external help desks and CRMs while providing deep, contextual conversational support that syncs back to existing inbox histories.\n\n3. **Salesforce Agentforce**  \n   [salesforce.com/agentforce](https://www.salesforce.com/agentforce)  \n   Designed to plug directly into Service Cloud and enterprise CRM data architectures, executing autonomous workflows natively within established Salesforce environments.\n\n4. **Forethought AI**  \n   [forethought.ai](https://www.forethought.ai)  \n   Connects robustly across major help desks like Zendesk and Freshdesk to automate tagging, routing, and predictive resolution straight from existing knowledge repositories.\n\n5. **Ada**  \n   [ada.cx](https://www.ada.cx)  \n   Provides enterprise-grade omnichannel automation that links deeply with backend databases, CRMs, and ticketing systems to maintain shared user context across platforms.\n\n6. **Eesel AI**  \n   [eesel.ai](https://www.eesel.ai)  \n   Acts as a flexible middleware layer that plugs into existing help desks (such as Jira Service Management or Zendesk) in minutes to index company documentation and draft context-aware replies.",
      "brands": [
        {
          "name": "Zendesk AI",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom Fin AI",
          "domain": "intercom.com"
        },
        {
          "name": "Salesforce Agentforce",
          "domain": "salesforce.com"
        },
        {
          "name": "Forethought AI",
          "domain": "forethought.ai"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Eesel AI",
          "domain": "eesel.ai"
        }
      ],
      "sources": [
        {
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          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGgqJPoELdztwz0XHAX34VGebizokZeUh_NstbzwrzEptW3I-QgolN2PunL5yGC7XxuReJM3UklcRwrskV8UWxw4nkflriYPoKrBxQn0YFKs4v7uI37NrYSuhLDrNWyZ45B4G0rW2KrU4klf1SAMjj2Mw==",
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    {
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      "run": 2,
      "askedAt": "2026-10-09T01:28:51.251Z",
      "text": "1. **Fin by Intercom**  \n   [https://www.intercom.com/fin](https://www.intercom.com/fin)  \n   Integrates directly as a native layer inside Intercom while offering robust API connections to sync seamlessly with external help desks like Zendesk, Salesforce, Freshdesk, and HubSpot.\n\n2. **Zendesk AI**  \n   [https://www.zendesk.com/platform/ai](https://www.zendesk.com/platform/ai)  \n   Built natively for the Zendesk ecosystem, providing zero-friction integration for ticket triage, automated routing, and RAG-powered knowledge base answers without requiring third-party connectors.\n\n3. **Salesforce Agentforce**  \n   [https://www.salesforce.com/artificial-intelligence/agentforce/](https://www.salesforce.com/artificial-intelligence/agentforce/)  \n   The ideal enterprise-grade AI solution for organizations deeply rooted in Salesforce Service Cloud, leveraging native CRM data and case management workflows for automated resolution.\n\n4. **eesel AI**  \n   [https://www.eesel.ai](https://www.eesel.ai)  \n   Designed as a flexible overlay that connects in one click to a wide array of existing help desks (including Zendesk, Freshdesk, Gorgias, Help Scout, and Salesforce) to learn from historical tickets instantly.\n\n5. **Ada**  \n   [https://www.ada.cx](https://www.ada.cx)  \n   An enterprise conversational AI platform built for robust cross-platform integrations, allowing seamless async and live handoffs with diverse help desk and CRM backends.\n\n6. **Forethought AI**  \n   [https://forethought.ai](https://www.forethought.ai)  \n   Offers deep workflow and ticketing integrations (Solve, Triage, and Assist) that drop straight into major support platforms to augment existing human agent workflows.",
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        {
          "name": "Fin by Intercom",
          "domain": "intercom.com"
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          "domain": "zendesk.com"
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          "name": "Salesforce Agentforce",
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          "name": "eesel AI",
          "domain": "eesel.ai"
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          "name": "Ada",
          "domain": "ada.cx"
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          "name": "Forethought AI",
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      "askedAt": "2026-10-09T01:29:43.398Z",
      "text": "1. **Intercom Fin AI Agent**\n   - Website: [intercom.com](https://www.intercom.com)\n   - Features deep native integration into the Intercom ecosystem, syncing automatically with existing macros, messenger widgets, and help center articles to resolve tickets autonomously.\n\n2. **Zendesk AI**\n   - Website: [zendesk.com](https://www.zendesk.com)\n   - Provides completely seamless, native integration for teams already anchored in the Zendesk suite, combining advanced agent copilot features and automated ticket routing.\n\n3. **Twig**\n   - Website: [twig.so](https://www.twig.so)\n   - Features over 30 prebuilt deep connectors into major help desks like Zendesk, Salesforce, Intercom, and Freshdesk to synchronize RAG-based knowledge retrieval and ticket actions.\n\n4. **Freshworks Freddy AI**\n   - Website: [freshworks.com](https://www.freshworks.com)\n   - Built directly for the Freshdesk platform, providing out-of-the-box agent assist and copilot capabilities that live natively inside existing agent workspaces.\n\n5. **Tidio (Lyro)**\n   - Website: [tidio.com](https://www.tidio.com)\n   - Offers lightweight, fast-to-deploy integration with common e-commerce help desks and CRMs, making it a plug-and-play AI layer for smaller support teams.\n\n6. **Ada**\n   - Website: [ada.cx](https://www.ada.cx)\n   - Functions as an enterprise-grade standalone AI layer that connects cleanly via pre-built APIs to a wide array of backend help desks and CRMs to handle complex automated workflows.",
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          "name": "Intercom Fin AI Agent",
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          "domain": "twig.so"
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          "domain": "tidio.com"
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          "name": "Ada",
          "domain": "ada.cx"
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          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFyvLWUqzgqjh34J_88tw47Z-ksEonu8GrkD_MiDt7-FhfVodP_1Fl2mYZG_HEVXJ5X99nqkeSndmqwEBoUnvtg3FtxKvHD8p9n1vss9BnT5jiGB7FwcX4mDC3ZaKEqQ01ncPvJkNX_pkGCKjLO",
          "domain": "twig.so"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFZF_hdXc0j_xIXqjSjfmgShXbH7DUf0quHFUcjvjXf7ZAi6Bms8ckGJenFS0696SsNkvom6ixQt7LbcAC_f7WROP6U-P52BjdznmmgNAfddJoY-tBCfVjXwt_ROn3rSZJxPn6mE36D2xcE97BZcbahzkalaqaV3C5TmI3N",
          "domain": "yourgpt.ai"
        }
      ],
      "searchQueries": [
        "best AI customer service tool help desk integration",
        "top AI customer support software helpdesk integration 2025 2026"
      ]
    },
    {
      "prompt": 4,
      "engine": "GROK",
      "run": 1,
      "askedAt": "2026-10-09T01:28:11.430Z",
      "text": "**1. Twig**  \nhttps://www.twig.so  \nNative zero-code connectors to Zendesk, Intercom, Freshdesk, Salesforce Service Cloud, and Help Scout for seamless deployment inside existing workflows.[[1]](https://www.twig.so/blog/top-10-ai-customer-support-tools-helpdesk-integration-2026)\n\n**2. eesel AI**  \nhttps://www.eesel.ai  \nStandalone AI layer that plugs directly into Zendesk, Freshdesk, Gorgias, Help Scout, and 1,000+ other tools without migration or per-seat fees.[[2]](https://www.eesel.ai/blog/best-customer-service-ai)\n\n**3. Enjo**  \nhttps://www.enjo.ai  \nAI agent that resolves end-to-end inside existing platforms like Zendesk, Salesforce, Jira Service Management, and ServiceNow while pulling knowledge from external sources.[[3]](https://www.enjo.ai/post/best-help-desk-software)\n\n**4. Forethought**  \nhttps://www.forethought.ai  \nEnterprise-grade AI with 70+ native connectors to major help desks and CRMs for deep ticket access, routing, and agent handoff.[[4]](https://www.usefini.com/guides/ai-support-platforms-helpdesk-integration-api-agent-handoff)\n\n**5. Fini**  \nhttps://www.usefini.com  \nPurpose-built AI agent with 20+ native two-way integrations to Zendesk, Salesforce, Intercom, Freshdesk, and other CRMs for context-aware resolutions.[[5]](https://www.usefini.com/guides/customer-support-chatbots-crm-integrations-compared)\n\n**6. Intercom Fin**  \nhttps://www.intercom.com  \nOverlay AI agent that connects natively to Zendesk, Salesforce Service Cloud, Freshdesk, HubSpot, and more for high-resolution rates without replacing your help desk.[[6]](https://www.usecarly.com/blog/ai-help-desk/)\n\n**7. Ada**  \nhttps://www.ada.cx  \nOmnichannel AI platform with broad native connectors to Zendesk, Salesforce, Freshworks, Gorgias, and additional help desks for flexible integration.[[7]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)",
      "brands": [
        {
          "name": "Twig",
          "domain": "twig.so"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Enjo",
          "domain": "enjo.ai"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        }
      ],
      "sources": [
        {
          "url": "https://www.twig.so/blog/top-10-ai-customer-support-tools-helpdesk-integration-2026",
          "domain": "twig.so"
        },
        {
          "url": "https://www.eesel.ai/blog/best-customer-service-ai",
          "domain": "eesel.ai"
        },
        {
          "url": "https://www.enjo.ai/post/best-help-desk-software",
          "domain": "enjo.ai"
        },
        {
          "url": "https://www.usefini.com/guides/ai-support-platforms-helpdesk-integration-api-agent-handoff",
          "domain": "usefini.com"
        },
        {
          "url": "https://www.usefini.com/guides/customer-support-chatbots-crm-integrations-compared",
          "domain": "usefini.com"
        },
        {
          "url": "https://www.usecarly.com/blog/ai-help-desk/",
          "domain": "usecarly.com"
        },
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        }
      ],
      "searchQueries": [
        "top AI customer service tools best integrations with help desks Zendesk ServiceNow 2026",
        "AI customer support platforms native integrations ticketing systems",
        "best AI chatbots for customer service that integrate with existing CRM helpdesk"
      ]
    },
    {
      "prompt": 4,
      "engine": "GROK",
      "run": 2,
      "askedAt": "2026-10-09T01:29:04.749Z",
      "text": "**1. eesel AI**  \nhttps://www.eesel.ai  \nLayers directly onto Zendesk, Freshdesk, Gorgias, Slack and 1,000+ tools with minutes-to-hours setup and no migration required.[[1]](https://www.eesel.ai/blog/best-customer-service-ai)\n\n**2. Fini**  \nhttps://www.usefini.com  \nNative two-way integrations with Zendesk, Salesforce Service Cloud, Freshdesk, Intercom and 20+ others for quick overlay deployment.[[2]](https://www.usefini.com/guides/ai-support-platforms-native-integrations-zendesk-intercom-salesforce)\n\n**3. Forethought**  \nhttps://www.forethought.ai  \nDeep connectors to Zendesk, Freshdesk, Salesforce and ServiceNow that enhance existing infrastructure without replacement.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**4. Intercom Fin**  \nhttps://www.intercom.com/fin  \nRuns standalone or layered on top of Zendesk, Salesforce, HubSpot and other helpdesks with strong conversational resolution.[[4]](https://toolradar.com/guides/best-ai-customer-support-tools)\n\n**5. Ada**  \nhttps://www.ada.cx  \nOmnichannel AI with connectors to major help desk systems like Zendesk and Salesforce for high-volume teams.[[3]](https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support)\n\n**6. Tidio (Lyro AI)**  \nhttps://www.tidio.com  \nNo-code setup and integrations with Zendesk, Shopify and other platforms for quick SMB deployment.[[5]](https://www.itechguides.com/best/ai-customer-service-software/)",
      "brands": [
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Ada",
          "domain": "ada.cx"
        },
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.eesel.ai/blog/best-customer-service-ai",
          "domain": "eesel.ai"
        },
        {
          "url": "https://www.usefini.com/guides/ai-support-platforms-native-integrations-zendesk-intercom-salesforce",
          "domain": "usefini.com"
        },
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        },
        {
          "url": "https://toolradar.com/guides/best-ai-customer-support-tools",
          "domain": "toolradar.com"
        },
        {
          "url": "https://www.itechguides.com/best/ai-customer-service-software/",
          "domain": "itechguides.com"
        }
      ],
      "searchQueries": [
        "best AI customer service tools with integrations to Zendesk Salesforce Freshdesk 2026",
        "top AI chatbots for customer support integration help desk systems",
        "AI customer service platforms comparison integrations"
      ]
    },
    {
      "prompt": 4,
      "engine": "GROK",
      "run": 3,
      "askedAt": "2026-10-09T01:29:53.538Z",
      "text": "**1. eesel AI** https://www.eesel.ai Layers autonomous AI directly on top of your existing helpdesk (Zendesk, Freshdesk, Gorgias and 1,000+ others) without migration.  \n**2. Enjo** https://enjo.ai Deploys end-to-end AI agents inside your current helpdesk stack (Zendesk, Salesforce, ServiceNow, Jira) with full context handoff.  \n**3. Fini** https://www.usefini.com Native connectors to Zendesk, Intercom, Freshdesk, Salesforce and Slack plus flexible APIs for any existing system.  \n**4. Intercom Fin** https://www.intercom.com Standalone AI agent that connects to any helpdesk via API or MCP for seamless integration.  \n**5. Tidio (Lyro AI)** https://www.tidio.com No-code setup and direct integrations with Zendesk, Salesforce, Shopify and other major helpdesks.  \n**6. Forethought** https://www.forethought.ai Strong native support for Zendesk plus connectors to Salesforce Service Cloud and Freshdesk.  \n**7. Twig** https://www.twig.so Zero-code native integration with Zendesk, Intercom, Freshdesk, Salesforce Service Cloud and Help Scout.",
      "brands": [
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Enjo",
          "domain": "enjo.ai"
        },
        {
          "name": "Fini",
          "domain": "usefini.com"
        },
        {
          "name": "Intercom Fin",
          "domain": "intercom.com"
        },
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        },
        {
          "name": "Forethought",
          "domain": "forethought.ai"
        },
        {
          "name": "Twig",
          "domain": "twig.so"
        }
      ],
      "sources": [
        {
          "url": "https://www.mobileappdaily.com/products/best-ai-agents-for-customer-support",
          "domain": "mobileappdaily.com"
        },
        {
          "url": "https://www.nextiva.com/blog/best-agentic-ai-customer-service-platforms.html",
          "domain": "nextiva.com"
        },
        {
          "url": "https://www.itechguides.com/best/ai-customer-service-agents/",
          "domain": "itechguides.com"
        },
        {
          "url": "https://botpress.com/blog/ai-customer-support-tools",
          "domain": "botpress.com"
        },
        {
          "url": "https://www.usefini.com/guides/ai-support-platforms-integrate-existing-stack-no-it-project",
          "domain": "usefini.com"
        },
        {
          "url": "https://www.enjo.ai/post/ai-chatbot-for-customer-service",
          "domain": "enjo.ai"
        },
        {
          "url": "https://umatechnology.org/best/ai-customer-service-software/",
          "domain": "umatechnology.org"
        },
        {
          "url": "https://www.eesel.ai/blog/best-ai-customer-support-chatbot",
          "domain": "eesel.ai"
        },
        {
          "url": "https://www.redbird.io/integrations/freshdesk/zendesk/",
          "domain": "redbird.io"
        },
        {
          "url": "https://appscribed.com/ai-help-desk-software/",
          "domain": "appscribed.com"
        },
        {
          "url": "https://www.itechguides.com/best/ai-customer-service-software/",
          "domain": "itechguides.com"
        },
        {
          "url": "https://www.itechguides.com/compare/zendesk-ai-agents-vs-freshdesk/",
          "domain": "itechguides.com"
        },
        {
          "url": "https://digicrusader.com/9-best-customer-support-tools-and-zendesk-integrations-for-2026/",
          "domain": "digicrusader.com"
        },
        {
          "url": "https://www.itechguides.com/best/ai-agents-for-customer-support-software/",
          "domain": "itechguides.com"
        },
        {
          "url": "https://www.sobot.io/writing/best-customer-service-platforms-with-stronger-ai-than-freshdesk/",
          "domain": "sobot.io"
        },
        {
          "url": "https://www.usecarly.com/blog/ai-help-desk/",
          "domain": "usecarly.com"
        },
        {
          "url": "https://toolradar.com/guides/best-ai-customer-support-tools",
          "domain": "toolradar.com"
        },
        {
          "url": "https://www.techbloat.com/best/ai-customer-service-software/",
          "domain": "techbloat.com"
        },
        {
          "url": "https://www.usefini.com/guides/ai-support-platforms-native-integrations-zendesk-intercom-salesforce",
          "domain": "usefini.com"
        },
        {
          "url": "https://www.enjo.ai/post/top-it-support-chatbots",
          "domain": "enjo.ai"
        },
        {
          "url": "https://softabase.com/guides/ai-customer-service-automation-guide",
          "domain": "softabase.com"
        },
        {
          "url": "https://marketsplash.com/best-omnichannel-customer-support-software/",
          "domain": "marketsplash.com"
        },
        {
          "url": "https://www.twig.so/blog/top-10-ai-customer-support-tools-helpdesk-integration-2026",
          "domain": "twig.so"
        },
        {
          "url": "https://marketsplash.com/best-ai-customer-support-software/",
          "domain": "marketsplash.com"
        }
      ],
      "searchQueries": [
        "best AI customer service tools with help desk integrations 2026",
        "top AI customer support platforms integrating with Zendesk Salesforce Freshdesk"
      ]
    },
    {
      "prompt": 4,
      "engine": "AI_OVERVIEW",
      "run": 1,
      "askedAt": "2026-10-10T15:37:18.118Z",
      "text": "The best AI customer service tool for integrating with existing help desks `depends on your current platform and support environment`:[[1]](https://workativ.com/it/blog/ai-it-support-tools-for-service-desks)[[2]](https://www.retellai.com/blog/best-ai-customer-support-tools)\n\n- **Zendesk AI / Fin** : Best if you already use Zendesk or want native, deeply embedded AI agents, ticket triage, and an agent-facing Copilot built directly into your ticketing workflow.[[1]](https://fin.ai/learn/ai-tools-customer-support)[[2]](https://snap-dial.com/best-ai-agents-for-customer-support/)[[3]](https://www.eesel.ai/blog/ai-helpdesk-agent)\n- **Intercom Fin** : Best for SaaS and chat-heavy customer support teams that want an AI-first assistant to handle external customer inboxes, chat widgets, and self-service automation.[[1]](https://kayako.com/blog/best-ai-helpdesk-software/)[[2]](https://workativ.com/it/blog/ai-it-support-tools-for-service-desks)[[3]](https://fin.ai/learn/ai-tools-customer-support)\n- **eesel AI** : Best for teams using a variety of existing help desks (like Zendesk, Freshdesk, or Jira) who want a fast, self-serve collaborative AI teammate that learns directly from past tickets and knowledge bases in minutes.[[1]](https://www.eesel.ai/blog/ai-helpdesk-agent)\n- **Workativ** : Best for IT service desks that need AI automation combined with RAG-powered knowledge bases, workflow automation, and Slack or Microsoft Teams support.[[1]](https://workativ.com/it/blog/ai-it-support-tools-for-service-desks)\n- **Desk365** : Best for Microsoft-centric teams looking for practical AI features integrated inside Microsoft-based service desks.[[1]](https://www.featurebase.app/blog/ai-help-desk-software)\n\n### Top AI Tools by Help Desk Integration\n| AI Tool | Best Fit / Primary Help Desk Integration | Key Integration Strength |\n|---|---|---|\n| **Zendesk AI** | Zendesk environments | Native workflow embedding, macro suggestions, intelligent triage. |\n| **Intercom Fin** | SaaS & Web-chat help desks | Handles complex resolutions and customer-facing chat inside existing inboxes. |\n| **eesel AI** | Multi-platform support desks (Zendesk, Freshdesk, Intercom) | Connects in minutes via self-serve setup and learns from historical ticket data. |\n| **Workativ** | IT Service Desks & Slack/Teams | Combines AI agents with workflow automation and chat-app handoffs. |\n\nTo help narrow down the right choice, tell me:\n\n- What **help desk software** are you currently using (e.g., Zendesk, Freshdesk, Intercom, Jira)?\n- Are you handling **external customer support** or **internal IT/employee help desk** tickets?",
      "brands": [
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "eesel AI",
          "domain": "eesel.ai"
        },
        {
          "name": "Workativ",
          "domain": "workativ.com"
        },
        {
          "name": "Desk365",
          "domain": "desk365.io"
        },
        {
          "name": "Freshdesk",
          "domain": "freshdesk.com"
        },
        {
          "name": "Jira",
          "domain": "atlassian.com"
        }
      ],
      "sources": [
        {
          "url": "https://workativ.com/it/blog/ai-it-support-tools-for-service-desks",
          "domain": "workativ.com",
          "title": "AI IT Support Tools 2026"
        },
        {
          "url": "https://fin.ai/learn/ai-tools-customer-support",
          "domain": "fin.ai",
          "title": "Top 7 AI Tools for Customer Support: The 2026 Guide"
        },
        {
          "url": "https://snap-dial.com/best-ai-agents-for-customer-support/",
          "domain": "snap-dial.com",
          "title": "The 12 Best AI Agents for Customer Support in 2026"
        },
        {
          "url": "https://kayako.com/blog/best-ai-helpdesk-software/",
          "domain": "kayako.com",
          "title": "Best AI Helpdesk Software in 2026: 8 Tools Reviewed (Pros, Cons & ..."
        },
        {
          "url": "https://www.eesel.ai/blog/ai-helpdesk-agent",
          "domain": "eesel.ai",
          "title": "Best AI helpdesk agent in 2026: A detailed review"
        },
        {
          "url": "https://www.retellai.com/blog/best-ai-customer-support-tools",
          "domain": "retellai.com",
          "title": "Best AI Customer Support Tools: 9 Reviewed | Retell"
        },
        {
          "url": "https://www.featurebase.app/blog/ai-help-desk-software",
          "domain": "featurebase.app",
          "title": "13 Best AI Help Desk Software Tools for 2026"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 5,
      "engine": "OPENAI",
      "run": 1,
      "askedAt": "2026-10-09T01:28:07.031Z",
      "text": "1. **ManyChat** — https://manychat.com — Easy, low-cost plans for small businesses with strong social/Omnichannel automation and built-in AI replies. ([manychat.com](https://manychat.com/pricing?region=united-states&utm_source=openai))\n\n2. **Tidio (with Lyro AI)** — https://www.tidio.com — Very affordable live-chat + AI agent tier that’s simple to set up for e‑commerce and SMB support. ([tidio.com](https://www.tidio.com/pricing/?so=1&utm_source=openai))\n\n3. **Freshdesk (Freshworks Freddy)** — https://www.freshworks.com/freshdesk — Full support suite with agent-assist and automated AI replies at SMB-friendly entry points. ([freshworks.com](https://www.freshworks.com/assets/resources/noindex/Final-Retail-Datasheet.pdf?utm_source=openai))\n\n4. **Intercom (Fin + chat)** — https://www.intercom.com — Higher-end but powerful AI-first workflows and automation; good if you want an invest-once platform that scales. ([intercom.com](https://www.intercom.com/pricing?iframe=yes&utm_source=openai))\n\n5. **Zendesk (Answer Bot + Suite)** — https://www.zendesk.com — Proven help‑desk + AI answer-bot combination with deep ticketing features for growing small teams. ([web-assets.zendesk.com](https://web-assets.zendesk.com/pdf/Suite-for-Service-Datasheet.pdf?utm_source=openai))\n\n6. **Chatfuel** — https://chatfuel.com — Affordable, no-code chatbots focused on Messenger/WhatsApp/Instagram with simple AI automation for small shops. ([chatfuel.com](https://chatfuel.com/pricing?utm_source=openai))\n\nNotes to help pick: ManyChat and Tidio are generally cheapest and fastest to deploy for SMBs; Freshdesk/Intercom/Zendesk add more robust ticketing and scaling (with higher cost). If you want, I can rank these specifically for your needs (support volume, channels, budget) and estimate monthly cost — tell me an assumed monthly budget and top channels you need (website chat, WhatsApp, email, phone).",
      "brands": [
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Chatfuel",
          "domain": "chatfuel.com"
        }
      ],
      "sources": [
        {
          "url": "https://manychat.com/pricing?region=united-states&utm_source=openai",
          "domain": "manychat.com",
          "title": "Pricing Info from Free to Pro | Manychat"
        },
        {
          "url": "https://www.tidio.com/pricing/?so=1&utm_source=openai",
          "domain": "tidio.com",
          "title": "Tidio Pricing—Find the Best Plan for Your Business Needs"
        },
        {
          "url": "https://www.freshworks.com/assets/resources/noindex/Final-Retail-Datasheet.pdf?utm_source=openai",
          "domain": "freshworks.com",
          "title": "2. Instant responses across channels with AI-powered speed"
        },
        {
          "url": "https://www.intercom.com/pricing?iframe=yes&utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom Pricing | Plans for every team size"
        },
        {
          "url": "https://web-assets.zendesk.com/pdf/Suite-for-Service-Datasheet.pdf?utm_source=openai",
          "domain": "web-assets.zendesk.com",
          "title": "Zendesk suite pricing and feature comparison"
        },
        {
          "url": "https://chatfuel.com/pricing?utm_source=openai",
          "domain": "chatfuel.com",
          "title": "Pricing Plans & Free Trial | Chatfuel"
        }
      ],
      "searchQueries": [
        "best affordable AI support chatbot for small business 2026",
        "affordable AI chatbots for small business comparison 2026",
        "Intercom pricing 2026 AI support chatbot",
        "Freshdesk Freddy chatbot pricing 2026",
        "Zendesk Answer Bot pricing 2026",
        "Tidio chatbot pricing 2026 small business AI",
        "Drift pricing 2026 AI chatbots small business",
        "Chatfuel pricing 2026 chatbot small business",
        "ManyChat pricing 2026 AI chatbot small business"
      ]
    },
    {
      "prompt": 5,
      "engine": "OPENAI",
      "run": 2,
      "askedAt": "2026-10-09T01:29:03.554Z",
      "text": "1. **Tidio** — https://www.tidio.com  \n   Affordable, easy plug‑in for small sites with built‑in AI replies, live chat, and simple Shopify/WordPress integrations. ([tidio.com](https://www.tidio.com/pricing/?so=1&utm_source=openai))\n\n2. **ManyChat** — https://manychat.com  \n   Best for small businesses focused on messaging channels (Messenger/IG/TikTok/WhatsApp) with low‑cost plans and AI DM/Inbox features. ([manychat.com](https://manychat.com/pricing?region=united-states&utm_source=openai))\n\n3. **Freshdesk / Freshworks (Freddy AI)** — https://www.freshworks.com/freshdesk/  \n   Full helpdesk + AI copilot (Freddy) that’s competitively priced for SMBs needing ticketing + automated replies. ([dam.freshworks.com](https://dam.freshworks.com/m/4bf615e1eea87a7/original?utm_source=openai))\n\n4. **Intercom (with Fin)** — https://www.intercom.com  \n   Strong AI automation and conversational workflows; scalable for small teams though some AI features are metered—good if you expect to scale. ([intercom.com](https://www.intercom.com/pricing?price=free&utm_source=openai))\n\n5. **Zendesk (Zendesk AI / Answer Bot)** — https://www.zendesk.com  \n   Reliable helpdesk with AI answer‑bot and wide integrations — solid if you want a mature support stack that grows with you. ([web-assets.zendesk.com](https://web-assets.zendesk.com/pdf/Zendesk_Professional_Services_AI-Related.pdf?utm_source=openai))\n\n6. **Gist** — https://getgist.com  \n   Budget‑friendly all‑in‑one (chat, email, knowledge base) aimed at small businesses with simple AI automation and marketing features. ([getgist.com](https://getgist.com/pricing/?utm_source=openai))\n\n7. **Crisp** — https://crisp.chat  \n   Lightweight live chat + bot flows, inexpensive for SMBs that want straightforward automation without heavy setup. ([reddit.com](https://www.reddit.com/r/AIStartupAutomation/comments/1sn23rk/honestly_most_ai_support_bots_in_2026_are_either/?utm_source=openai))\n\nNotes: I ranked by a mix of affordability, ease of setup for non‑technical teams, and AI support features for small businesses. If you want, I can: (a) narrow this to only the cheapest options under a specific monthly budget, (b) recommend the best for Shopify/ecommerce, or (c) produce a short side‑by‑side cost/features table — tell me which and I’ll produce it.",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Freshworks",
          "domain": "freshworks.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Gist",
          "domain": "getgist.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        }
      ],
      "sources": [
        {
          "url": "https://www.tidio.com/pricing/?so=1&utm_source=openai",
          "domain": "tidio.com",
          "title": "Tidio Pricing—Find the Best Plan for Your Business Needs"
        },
        {
          "url": "https://manychat.com/pricing?region=united-states&utm_source=openai",
          "domain": "manychat.com",
          "title": "Pricing Info from Free to Pro | Manychat"
        },
        {
          "url": "https://dam.freshworks.com/m/4bf615e1eea87a7/original?utm_source=openai",
          "domain": "dam.freshworks.com",
          "title": "Freshworks Pricing Plan List"
        },
        {
          "url": "https://www.intercom.com/pricing?price=free&utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom Pricing | Plans for every team size"
        },
        {
          "url": "https://web-assets.zendesk.com/pdf/Zendesk_Professional_Services_AI-Related.pdf?utm_source=openai",
          "domain": "web-assets.zendesk.com",
          "title": "Zendesk Professional Services - AI Related Services"
        },
        {
          "url": "https://getgist.com/pricing/?utm_source=openai",
          "domain": "getgist.com",
          "title": "Pricing Plans – Gist"
        },
        {
          "url": "https://www.reddit.com/r/AIStartupAutomation/comments/1sn23rk/honestly_most_ai_support_bots_in_2026_are_either/?utm_source=openai",
          "domain": "reddit.com",
          "title": "Honestly, most AI support bots in 2026 are either too expensive or just suck (My review of Intercom, Vapi, Crisp, Tawk, and what I finally went with"
        }
      ],
      "searchQueries": [
        "best affordable AI support chatbot for small business 2026",
        "affordable AI customer support chatbot small business comparison 2026",
        "Drift pricing small business chatbot 2026",
        "Intercom pricing small business 2026 chatbot",
        "Zendesk AI chatbot pricing 2026 Zendesk AI Answer Bot small business",
        "Gist chatbot pricing 2026",
        "Tidio chatbot pricing 2026",
        "Freshdesk Freddy AI chatbot pricing 2026",
        "ManyChat pricing 2026 chatbot for support",
        "Chatfuel pricing 2026"
      ]
    },
    {
      "prompt": 5,
      "engine": "OPENAI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:53.646Z",
      "text": "1. **Tidio** — https://www.tidio.com  \n   Great low-cost, easy-to-install AI chat + ticketing for SMBs with a free tier and affordable AI plans. ([tidio.com](https://www.tidio.com/pricing/?q=%2Fen%2Fpricing&utm_source=openai))\n\n2. **Freshworks / Freshdesk (Freddy AI)** — https://www.freshworks.com (Freshdesk/Freshchat)  \n   Mature helpdesk + AI copilot (Freddy) that scales from small teams and offers per-agent AI add-ons at competitive SMB pricing. ([crmsupport.freshworks.com](https://crmsupport.freshworks.com/support/solutions/articles/50000009124?utm_source=openai))\n\n3. **Intercom (Fin / AI Agents)** — https://www.intercom.com  \n   Strong conversational UI and AI-first agent features designed to start small and scale, with usage-based AI pricing suitable for growing SMBs. ([intercom.com](https://www.intercom.com/pricing?iframe=yes&utm_source=openai))\n\n4. **Zendesk (Answer Bot / Suite)** — https://www.zendesk.com  \n   Robust support platform with built-in AI resolution features and clear tiered pricing—good if you want a full helpdesk that adds AI. ([zendesk.com](https://www.zendesk.com/pricing/?utm_source=openai))\n\n5. **Chatfuel** — https://www.chatfuel.com  \n   Low-cost chatbot builder focused on messaging (including WhatsApp) with simple plans that suit small businesses and ecommerce. ([chatfuel.com](https://chatfuel.com/pricing?tab=whatsapp&utm_source=openai))\n\n6. **Chatbase** — https://www.chatbase.co  \n   Lightweight, data-driven AI assistants (good for e-commerce/knowledge-base driven bots) praised by SMB users for value and speed of setup. ([reddit.com](https://www.reddit.com/r/AI_Customer_Support/comments/1upxyae/top_3_ai_chatbots_for_ecommerce_smbs_in_2026/?utm_source=openai))\n\n7. **LiveChat / ChatBot by LiveChat** — https://www.livechat.com  \n   Combines a familiar live-chat widget with chatbot automation — popular with small e-commerce teams who want easy setup and conversion-focused automations. ([reddit.com](https://www.reddit.com/r/AI_Customer_Support/comments/1upxyae/top_3_ai_chatbots_for_ecommerce_smbs_in_2026/?utm_source=openai))\n\nNotes (short): I ranked these for “affordable + practical for a small business” — Tidio and Freshworks tend to be the most cost-friendly for SMBs, while Intercom and Zendesk give more advanced platform features but can cost more as you scale. If you want, I can: (a) narrow this to strictly lowest-cost options with exact monthly prices for a 3-agent setup, or (b) pick the best for ecommerce, or (c) produce a short comparison table of features (channels, integrations, AI training on docs). Which of those would you like?",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Freshworks",
          "domain": "freshworks.com"
        },
        {
          "name": "Intercom",
          "domain": "intercom.com"
        },
        {
          "name": "Zendesk",
          "domain": "zendesk.com"
        },
        {
          "name": "Chatfuel",
          "domain": "chatfuel.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "LiveChat",
          "domain": "livechat.com"
        }
      ],
      "sources": [
        {
          "url": "https://www.tidio.com/pricing/?q=%2Fen%2Fpricing&utm_source=openai",
          "domain": "tidio.com",
          "title": "Tidio Pricing—Find the Best Plan for Your Business Needs"
        },
        {
          "url": "https://crmsupport.freshworks.com/support/solutions/articles/50000009124?utm_source=openai",
          "domain": "crmsupport.freshworks.com",
          "title": "Understanding Freddy AI features and pricing : Freshsales"
        },
        {
          "url": "https://www.intercom.com/pricing?iframe=yes&utm_source=openai",
          "domain": "intercom.com",
          "title": "Intercom Pricing | Plans for every team size"
        },
        {
          "url": "https://www.zendesk.com/pricing/?utm_source=openai",
          "domain": "zendesk.com",
          "title": "Zendesk Pricing Plans | Starting from $19/month"
        },
        {
          "url": "https://chatfuel.com/pricing?tab=whatsapp&utm_source=openai",
          "domain": "chatfuel.com",
          "title": "Chatfuel | Pricing"
        },
        {
          "url": "https://www.reddit.com/r/AI_Customer_Support/comments/1upxyae/top_3_ai_chatbots_for_ecommerce_smbs_in_2026/?utm_source=openai",
          "domain": "reddit.com",
          "title": "Top 3 AI Chatbots for E-commerce SMBs in 2026 (Reddit's Favorite Picks)"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbot for small business 2026 review",
        "best AI support chatbot for small business affordable 2025 2026",
        "Ada chatbot pricing small business",
        "Intercom AI chatbot pricing small business 2026",
        "Drift chatbot pricing small business 2026",
        "Tidio chatbot pricing 2026",
        "Chatfuel pricing 2026",
        "Zendesk Answer Bot pricing 2026",
        "Freshdesk Freddy chatbot pricing 2026"
      ]
    },
    {
      "prompt": 5,
      "engine": "ANTHROPIC",
      "run": 1,
      "askedAt": "2026-10-09T01:28:06.085Z",
      "text": "Based on current reviews and pricing, here are the best affordable AI support chatbots for small businesses:\n\n1. **\nBoei\n** — https://boei.help\n   \nFlat $19/month (annual) with 2,000 AI messages, 50+ channels, and 5-minute setup\n\n\n2. **\nWallu\n** — https://wallu.ai\n   \n$4.99/month for 350 AI replies with every channel included\n\n\n3. **\nHelaSyn\n** — https://helasyn.com\n   \nCredit-based pricing with plans from $19/month and no per-seat fees\n\n\n4. **\nTidio\n** — https://tidio.com\n   \nFree plan available, AI features from $29/month, works well for e-commerce and service businesses\n\n\n5. **\nProProfs Chat\n** — https://www.proprofs.com\n   \nFree tier available, paid plans from $19.99/operator/month for 24/7 AI-powered customer support\n\n\n6. **\nCrisp\n** — https://crisp.chat\n   \nAll-in-one messaging tool with shared inbox, chatbot builder, knowledge base, and AI features without enterprise pricing",
      "brands": [
        {
          "name": "Boei",
          "domain": "boei.help"
        },
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "HelaSyn",
          "domain": "helasyn.com"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "ProProfs Chat",
          "domain": "proprofs.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        }
      ],
      "sources": [
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://schedulingkit.com/blog/best-ai-chatbots-for-small-business",
          "domain": "schedulingkit.com",
          "title": "Best AI Chatbots for Small Business (2026)"
        },
        {
          "url": "https://pipeline.zoominfo.com/marketing/top-business-website-chatbots",
          "domain": "pipeline.zoominfo.com",
          "title": "11 Best Business Chatbots of 2026"
        },
        {
          "url": "https://blog.yourgpt.ai/comparison/best-affordable-ai-chatbots/",
          "domain": "blog.yourgpt.ai",
          "title": "Yourgpt"
        },
        {
          "url": "https://aerochat.ai/blog/chatbots-for-small-business",
          "domain": "aerochat.ai",
          "title": "11 Best ai Chatbot Apps for Small Business in 2026 - Price and features Comparison - AeroChat"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026"
        },
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://www.falkonchat.com/post/best-ai-chatbots-for-small-businesses",
          "domain": "falkonchat.com",
          "title": "Top 15 AI Chatbots for Small Businesses in 2026"
        },
        {
          "url": "https://helalabs.com/blog/best-ai-chatbot-platforms-for-small-business/",
          "domain": "helalabs.com",
          "title": "15 Best AI Chatbot Platforms to Grow Your Small Business in 2026 - HeLa"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbot small business 2026"
      ]
    },
    {
      "prompt": 5,
      "engine": "ANTHROPIC",
      "run": 2,
      "askedAt": "2026-10-09T01:29:00.642Z",
      "text": "Based on current reviews and pricing, here are the best affordable AI support chatbots for small businesses:\n\n1. **\nWallu\n** - https://wallu.ai\n   \n$4.99/month for 350 AI replies with every channel included\n, making it the absolute cheapest option with real multi-channel support.\n\n2. **\nBoei\n** - https://boei.com\n   \n$19/month flat (annual) with 2,000 AI messages, 50+ channels, and 5-minute setup\n; no per-seat fees for team members.\n\n3. **\nTidio with Lyro AI\n** - https://www.tidio.com\n   \nFree plan available with AI features from $29/month\n; ideal for e-commerce and includes drag-and-drop setup.\n\n4. **\nHelaSyn\n** - https://helasyn.com\n   \nCredit-based pricing with a 60-day free trial and plans from $19 per month with no per-seat fees\n; handles multi-channel conversations and follow-ups.\n\n5. **\nManyChat\n** - https://www.manychat.com\n   \nVery affordable entry point with strong social media focus\n; \nstarting price $15 per month\n for social-first businesses.\n\n6. **\nCrisp\n** - https://crisp.chat\n   All-in-one messaging with shared inbox, chatbot builder, knowledge base, and AI features without enterprise pricing.\n\n**Top recommendation:** If you want the best balance of affordability and features for general customer support, \nBoei at $19/month with flat pricing\n offers exceptional value. For the absolute cheapest option, Wallu at $4.99/month is unbeatable.",
      "brands": [
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "Boei",
          "domain": "boei.com"
        },
        {
          "name": "Tidio with Lyro AI",
          "domain": "tidio.com"
        },
        {
          "name": "HelaSyn",
          "domain": "helasyn.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        }
      ],
      "sources": [
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://schedulingkit.com/blog/best-ai-chatbots-for-small-business",
          "domain": "schedulingkit.com",
          "title": "Best AI Chatbots for Small Business (2026)"
        },
        {
          "url": "https://pipeline.zoominfo.com/marketing/top-business-website-chatbots",
          "domain": "pipeline.zoominfo.com",
          "title": "11 Best Business Chatbots of 2026"
        },
        {
          "url": "https://blog.yourgpt.ai/comparison/best-affordable-ai-chatbots/",
          "domain": "blog.yourgpt.ai",
          "title": "Yourgpt"
        },
        {
          "url": "https://aerochat.ai/blog/chatbots-for-small-business",
          "domain": "aerochat.ai",
          "title": "11 Best ai Chatbot Apps for Small Business in 2026 - Price and features Comparison - AeroChat"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026"
        },
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://www.falkonchat.com/post/best-ai-chatbots-for-small-businesses",
          "domain": "falkonchat.com",
          "title": "Top 15 AI Chatbots for Small Businesses in 2026"
        },
        {
          "url": "https://helalabs.com/blog/best-ai-chatbot-platforms-for-small-business/",
          "domain": "helalabs.com",
          "title": "15 Best AI Chatbot Platforms to Grow Your Small Business in 2026 - HeLa"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbot small business 2026",
        "cheap AI customer support chatbot pricing comparison"
      ]
    },
    {
      "prompt": 5,
      "engine": "ANTHROPIC",
      "run": 3,
      "askedAt": "2026-10-09T01:29:52.578Z",
      "text": "I'll search for current AI support chatbots that are affordable for small businesses.\nBased on current reviews and pricing information, here are the best affordable AI support chatbots for small businesses:\n\n1. **\nWallu\n** - https://wallu.ai/\n   \n$4.99/month for 350 AI replies with every channel included\n, making it the cheapest option with multi-channel support.\n\n2. **\nBoei\n** - https://boei.help/\n   \n$19/month flat (annual), with 2,000 AI messages, 50+ channels, and 5-minute setup\n with no surprise bills.\n\n3. **\nTidio with Lyro AI\n** - https://www.tidio.com/\n   \nHits the sweet spot of price, features, and ease of setup for most small businesses\n; \none of the most popular with a genuinely usable free plan and Lyro AI agent that handles FAQs and ecommerce tasks\n.\n\n4. **\nFreshchat (Freddy AI)\n** - https://www.freshworks.com/freshchat/\n   \nFree plan for up to 10 agents, with paid plans from $19/agent/month\n, and \nwell-priced for what it offers with broader Freshworks ecosystem integration\n.\n\n5. **\nHelaSyn\n** - https://helasyn.ai/\n   \nCredit-based pricing with plans from $19 per month and no per-seat fees\n, designed for multi-channel conversations and lead follow-ups.\n\n6. **\nManyChat\n** - https://manychat.com/\n   \nStarting from $15 per month\n, best for social media channels like Instagram and Messenger with strong community templates.",
      "brands": [
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "Boei",
          "domain": "boei.help"
        },
        {
          "name": "Tidio with Lyro AI",
          "domain": "tidio.com"
        },
        {
          "name": "Freshchat (Freddy AI)",
          "domain": "freshworks.com"
        },
        {
          "name": "HelaSyn",
          "domain": "helasyn.ai"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        }
      ],
      "sources": [
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://schedulingkit.com/blog/best-ai-chatbots-for-small-business",
          "domain": "schedulingkit.com",
          "title": "Best AI Chatbots for Small Business (2026)"
        },
        {
          "url": "https://pipeline.zoominfo.com/marketing/top-business-website-chatbots",
          "domain": "pipeline.zoominfo.com",
          "title": "11 Best Business Chatbots of 2026"
        },
        {
          "url": "https://blog.yourgpt.ai/comparison/best-affordable-ai-chatbots/",
          "domain": "blog.yourgpt.ai",
          "title": "Yourgpt"
        },
        {
          "url": "https://aerochat.ai/blog/chatbots-for-small-business",
          "domain": "aerochat.ai",
          "title": "11 Best ai Chatbot Apps for Small Business in 2026 - Price and features Comparison - AeroChat"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026"
        },
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://www.falkonchat.com/post/best-ai-chatbots-for-small-businesses",
          "domain": "falkonchat.com",
          "title": "Top 15 AI Chatbots for Small Businesses in 2026"
        },
        {
          "url": "https://helalabs.com/blog/best-ai-chatbot-platforms-for-small-business/",
          "domain": "helalabs.com",
          "title": "15 Best AI Chatbot Platforms to Grow Your Small Business in 2026 - HeLa"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbot small business 2026",
        "cheap AI customer support chatbot pricing"
      ]
    },
    {
      "prompt": 5,
      "engine": "PERPLEXITY",
      "run": 1,
      "askedAt": "2026-10-09T01:28:03.365Z",
      "text": "1. **Wallu** — https://wallu.ai — Best overall value at about $4.99/month, with 350 AI replies and multichannel coverage included.[1]\n\n2. **Tidio Lyro** — https://www.tidio.com — Affordable, beginner-friendly support chatbot with live chat and strong ecommerce integrations.[5][9]\n\n3. **Chatbase** — https://www.chatbase.co — Easy to train on your website and documents, making it a practical choice for knowledge-base support.[8]\n\n4. **Boei** — https://boei.help — Low-cost omnichannel widget that lets small businesses connect customers from multiple messaging platforms.[2]\n\n5. **ProProfs Chat** — https://www.proprofschat.com — Combines AI answers, live-agent handoff, lead capture, and customer-support workflows.[6]\n\n6. **YourGPT** — https://yourgpt.ai — More capable for businesses needing multilingual support, integrations, analytics, and retrieval-augmented answers, though pricier at roughly $49/month.[7]\n\n**Best pick:** Start with **Wallu** for the lowest-cost broad coverage; choose **Tidio Lyro** if ease of use and ecommerce features matter more.",
      "brands": [
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Boei",
          "domain": "boei.help"
        },
        {
          "name": "ProProfs Chat",
          "domain": "proprofschat.com"
        },
        {
          "name": "YourGPT",
          "domain": "yourgpt.ai"
        }
      ],
      "sources": [
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://chatty.net/blog/chatbot-for-small-business/",
          "domain": "chatty.net",
          "title": "5. Kommunicate Ai: Best..."
        },
        {
          "url": "https://www.sobot.io/article/best-ai-customer-service-solutions-for-small-business-2024/",
          "domain": "sobot.io",
          "title": "www.sobot.io › article › best-ai-customer-service10 Best AI Customer Service Solutions for Small Business Reviewed"
        },
        {
          "url": "https://www.featurebase.app/blog/best-ai-chatbots",
          "domain": "featurebase.app",
          "title": "9. Freshchat"
        },
        {
          "url": "https://www.proprofschat.com/blog/best-chatbots-for-small-business/",
          "domain": "proprofschat.com",
          "title": "12 Best Chatbots for Small Business in 2026 - ProProfs Chat"
        },
        {
          "url": "https://yourgpt.ai/blog/comparison/best-affordable-ai-chatbots",
          "domain": "yourgpt.ai",
          "title": "11 AI Chatbots Businesses Actually Keep Using After the Trial"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026 | Compared & Ranked"
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "How Do Chatbots Qualify Leads and Drive Sales? - Lindy.ai"
        },
        {
          "url": "https://runable.com/blogs/best-ai-agents-for-small-business",
          "domain": "runable.com",
          "title": "Best AI Agents for Small Business in 2026 (By Category)"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 5,
      "engine": "PERPLEXITY",
      "run": 2,
      "askedAt": "2026-10-09T01:28:55.358Z",
      "text": "1. **Wallu** — wallu.ai — Best overall value at $4.99/month, with 350 AI replies and multichannel coverage.[1]\n\n2. **Tidio Lyro** — tidio.com — Affordable, easy to deploy, and well suited to small ecommerce and support teams.[5][9]\n\n3. **Boei** — boei.help — A practical low-cost option for adding AI chat across a small business website and messaging channels.[2]\n\n4. **Freshchat** — freshworks.com/freshchat — A polished customer-support chatbot with a free entry tier and room to scale.[5]\n\n5. **ProProfs Chat** — proprofschat.com — A budget-friendly choice combining AI answers, lead capture, and human handoff.[6]\n\n6. **YourGPT** — yourgpt.ai — Best for businesses needing stronger AI workflows, multilingual support, and integrations, though its paid plans cost more.[7]\n\n**Best pick:** Start with **Wallu** if minimizing cost is the priority; choose **Tidio Lyro** for a more established small-business support platform.",
      "brands": [
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "Tidio Lyro",
          "domain": "tidio.com"
        },
        {
          "name": "Boei",
          "domain": "boei.help"
        },
        {
          "name": "Freshchat",
          "domain": "freshworks.com"
        },
        {
          "name": "ProProfs Chat",
          "domain": "proprofschat.com"
        },
        {
          "name": "YourGPT",
          "domain": "yourgpt.ai"
        }
      ],
      "sources": [
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://chatty.net/blog/chatbot-for-small-business/",
          "domain": "chatty.net",
          "title": "5. Kommunicate Ai: Best..."
        },
        {
          "url": "https://www.sobot.io/article/best-ai-customer-service-solutions-for-small-business-2024/",
          "domain": "sobot.io",
          "title": "www.sobot.io › article › best-ai-customer-service10 Best AI Customer Service Solutions for Small Business Reviewed"
        },
        {
          "url": "https://www.featurebase.app/blog/best-ai-chatbots",
          "domain": "featurebase.app",
          "title": "9. Freshchat"
        },
        {
          "url": "https://www.proprofschat.com/blog/best-chatbots-for-small-business/",
          "domain": "proprofschat.com",
          "title": "12 Best Chatbots for Small Business in 2026 - ProProfs Chat"
        },
        {
          "url": "https://yourgpt.ai/blog/comparison/best-affordable-ai-chatbots",
          "domain": "yourgpt.ai",
          "title": "11 AI Chatbots Businesses Actually Keep Using After the Trial"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026 | Compared & Ranked"
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "How Do Chatbots Qualify Leads and Drive Sales? - Lindy.ai"
        },
        {
          "url": "https://runable.com/blogs/best-ai-agents-for-small-business",
          "domain": "runable.com",
          "title": "Best AI Agents for Small Business in 2026 (By Category)"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 5,
      "engine": "PERPLEXITY",
      "run": 3,
      "askedAt": "2026-10-09T01:29:48.350Z",
      "text": "1. **Wallu** — wallu.ai — Best overall value at $4.99/month, with 350 AI replies and multichannel support included.[1]\n\n2. **Tidio** — tidio.com — Affordable, beginner-friendly support chat for websites and ecommerce stores.[5][9]\n\n3. **Chatbase** — chatbase.co — Lets small businesses train a chatbot on their own website, documents, and FAQs.\n\n4. **Botpress** — botpress.com — Strong low-cost option for businesses needing more customization and integrations.\n\n5. **Crisp** — crisp.chat — Combines AI answers with shared team inboxes and human handoff for customer support.\n\n6. **Kommunicate** — kommunicate.io — Useful for combining AI automation with live-agent support across customer channels.[3]\n\n7. **YourGPT** — yourgpt.ai — Supports support, sales, multilingual conversations, integrations, and advanced knowledge-base features, though its $49 starting price is higher.[7]",
      "brands": [
        {
          "name": "Wallu",
          "domain": "wallu.ai"
        },
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        },
        {
          "name": "YourGPT",
          "domain": "yourgpt.ai"
        }
      ],
      "sources": [
        {
          "url": "https://wallu.ai/blog/cheapest-ai-chatbots-small-business-2026",
          "domain": "wallu.ai",
          "title": "Cheapest AI Chatbots for Small Business 2026: 12 Tools ..."
        },
        {
          "url": "https://boei.help/blog/best-ai-chatbot-small-business/",
          "domain": "boei.help",
          "title": "Best AI Chatbot for Small Business: 8 Affordable Picks (2026)"
        },
        {
          "url": "https://chatty.net/blog/chatbot-for-small-business/",
          "domain": "chatty.net",
          "title": "5. Kommunicate Ai: Best..."
        },
        {
          "url": "https://www.sobot.io/article/best-ai-customer-service-solutions-for-small-business-2024/",
          "domain": "sobot.io",
          "title": "www.sobot.io › article › best-ai-customer-service10 Best AI Customer Service Solutions for Small Business Reviewed"
        },
        {
          "url": "https://www.featurebase.app/blog/best-ai-chatbots",
          "domain": "featurebase.app",
          "title": "9. Freshchat"
        },
        {
          "url": "https://www.proprofschat.com/blog/best-chatbots-for-small-business/",
          "domain": "proprofschat.com",
          "title": "12 Best Chatbots for Small Business in 2026 - ProProfs Chat"
        },
        {
          "url": "https://yourgpt.ai/blog/comparison/best-affordable-ai-chatbots",
          "domain": "yourgpt.ai",
          "title": "11 AI Chatbots Businesses Actually Keep Using After the Trial"
        },
        {
          "url": "https://www.heyy.io/blog/best-ai-chatbots-small-business",
          "domain": "heyy.io",
          "title": "14 Best AI Chatbots for Small Business 2026 | Compared & Ranked"
        },
        {
          "url": "https://www.lindy.ai/blog/best-customer-service-chatbots",
          "domain": "lindy.ai",
          "title": "How Do Chatbots Qualify Leads and Drive Sales? - Lindy.ai"
        },
        {
          "url": "https://runable.com/blogs/best-ai-agents-for-small-business",
          "domain": "runable.com",
          "title": "Best AI Agents for Small Business in 2026 (By Category)"
        }
      ],
      "searchQueries": "not exposed"
    },
    {
      "prompt": 5,
      "engine": "GEMINI",
      "run": 1,
      "askedAt": "2026-10-09T01:28:06.161Z",
      "text": "1. **Tidio (Lyro AI)** - [tidio.com](https://www.tidio.com)  \n   Best for small e-commerce stores wanting an affordable mix of live chat and conversational AI that can be trained on FAQs in minutes.\n\n2. **Chatbase** - [chatbase.co](https://www.chatbase.co)  \n   Best for businesses looking for a budget-friendly, straightforward custom AI agent built directly by uploading PDFs, website URLs, or documents.\n\n3. **Botpress** - [botpress.com](https://botpress.com)  \n   Best for budget-conscious technical users who want powerful, highly customizable AI bot building with a generous free tier and low-cost scaling.\n\n4. **Crisp** - [crisp.chat](https://crisp.chat)  \n   Best for small teams needing an all-in-one shared inbox combining customer messaging, a help center, and integrated AI reply assistants.\n\n5. **Chatbot.com** - [chatbot.com](https://www.chatbot.com)  \n   Best for small businesses seeking visual, template-driven automation paths backed by AI starting at an accessible monthly price point.",
      "brands": [
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        },
        {
          "name": "Chatbot.com",
          "domain": "chatbot.com"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG7cv1MP2IBnW12Ofk3fuR04cVS1D_0bIIv867gmWQaDBxoUNmf8sDKNtqGXJTdgtZnaETv548srhp_NbfcUWgIDdwGnBU-q6FjJiU3NHaLnHAGv3QHnle9pXxOGvCA3tD5f3JYq_aLWiU1yRNo8AMkOXq3CIXZ4RvOyPLsBCA=",
          "domain": "smallbusinesschatbot.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFl03T2tXRMUPpx2TArrzxXd3TahsvEqx7Eq7x2mP9nDao-72mKxvyay-N--_CAaXcTglFBMfmRVOEqNLtTVJ3Y7Xulwm3oyTsfq83V3q9j-EXlVhHNlMgCETKluRgzMjE8S8V9Zuol1VoLwGO1Mf2heRVO",
          "domain": "stackaikit.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHvXstGlw1Zc55IvmVD5QrjDaZ73H8BVHMSIyIO_hdzzxN1-OFjJtIhpmyAoi7Din00mzpPdnfD4D3f4f-ZfKyBP5INCFshBBymF2EOZwv0SV1XcIkSsTBf1R-WXUlx4X5tj5NJ8k00CmWGTbyzI8dR4g==",
          "domain": "helpshift.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHS5eM_dfcIS2TTK_fysnd_8kbNxLZFw1S1DvCz7wmyMxwEPVQb8kWl5fxJuQ7Ke3LNZX_5uRGYjf7eTZsjd0GXWa73aOHFrebFdnDiDi73fqb1IgP0OpT-RqwvobIHb2J11QKMmRkCSNCyD3vfb3n6iLem3A4=",
          "domain": "chatbot.com"
        }
      ],
      "searchQueries": [
        "best affordable AI customer support chatbot small business 2026",
        "affordable AI customer service chatbot for small business"
      ]
    },
    {
      "prompt": 5,
      "engine": "GEMINI",
      "run": 2,
      "askedAt": "2026-10-09T01:28:59.256Z",
      "text": "1. **Tidio**  \n   [https://www.tidio.com](https://www.tidio.com)  \n   Features Lyro AI, which integrates smoothly with e-commerce sites to answer repetitive customer questions natively out of an FAQ or help center.\n\n2. **Boei**  \n   [https://boei.bee](https://boei.bee)  \n   Provides a budget-friendly flat monthly rate (starting around $19) that bundles AI messaging across over 50 channels like WhatsApp and website chat.\n\n3. **Botpress**  \n   [https://botpress.com](https://botpress.com)  \n   Offers a robust free tier and pay-as-you-go pricing for custom-built AI agents, ideal for small businesses wanting deep control without enterprise costs.\n\n4. **Chatbase**  \n   [https://www.chatbase.co](https://www.chatbase.co)  \n   Allows you to instantly train a custom chatbot on your website data and documents with straightforward, predictable tier pricing.\n\n5. **Kommunicate**  \n   [https://www.kommunicate.io](https://www.kommunicate.io)  \n   Combines live chat assistance with affordable AI bot integration, designed explicitly to scale small team support routing.\n\n6. **Tawk.to**  \n   [https://www.tawk.to](https://www.tawk.to)  \n   Offers completely free live chat software with low-cost optional AI add-ons, making it a strong fit for bootstrapping startups.",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Boei",
          "domain": "boei.bee"
        },
        {
          "name": "Botpress",
          "domain": "botpress.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        },
        {
          "name": "Tawk.to",
          "domain": "tawk.to"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGr68DsyJvYYRvPtK5P3rrsjCPhb-Qr3804B82aKfr3oLw3Je_D725tKQYd-fJzOGu01BPuICyCRW0IIU33rbhHi7lLAmcVmg4S6EyYhTaj-kF-NQ5oKTN-F8rmZprd5cnCelxcHz4KtLI1Alnc",
          "domain": "aiconversagent.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQECfekFH46FMNe5hlZ5TZ6PBUjx5-1PKQ_lO0_r_WuCo7K2Gio3n9fztA5TiM7R1I-gH_PonlXUbZXYAPEczhks1_xmzJzPM3TSqTnga_SfI7qFudDGVlXa668my9LG_BtOvPPdAKzLFw==",
          "domain": "botpress.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHFsPrtbSK-0PzphhXX6qrdaTS6G__6hskVyFiIUGbIyDajTmVu3GkOEjphXewBbanTAk1S3FKz6bF4aPxtuRWIou7LzDz3AXJXI1oUJlJVhlD92VDQqDDOqvqxvYMFyK_Z1orXq88vrbXtfg==",
          "domain": "boei.help"
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      ],
      "searchQueries": [
        "best affordable AI support chatbot small business 2026",
        "best cheap AI customer service chatbot small business"
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    },
    {
      "prompt": 5,
      "engine": "GEMINI",
      "run": 3,
      "askedAt": "2026-10-09T01:29:51.914Z",
      "text": "1. **Boei**\n   - Website: [boei.be](https://boei.be)\n   - Offers an economical multi-channel AI chatbot starting around $19/month that integrates with over 50 communication channels and sets up in minutes.\n\n2. **Tidio (Lyro AI)**\n   - Website: [tidio.com](https://www.tidio.com)\n   - Features Lyro AI, which easily trains on your website's FAQ content to automate repetitive customer service tasks at an accessible starting tier.\n\n3. **Chatbase**\n   - Website: [chatbase.co](https://www.chatbase.co)\n   - Allows small businesses to quickly build custom AI agents trained on documents, website data, and help centers with budget-friendly entry plans.\n\n4. **ChatBot.com**\n   - Website: [www.chatbot.com](https://www.chatbot.com)\n   - Provides a visual drag-and-drop builder bundled with AI capabilities starting at around $19/month, tailored for growing small businesses needing 24/7 engagement.\n\n5. **Kommunicate**\n   - Website: [www.kommunicate.io](https://www.kommunicate.io)\n   - Combines human live chat handoff with affordable automated AI bot responses, making it well-suited for small teams handling customer support.\n\n6. **Zoho SalesIQ**\n   - Website: [zoho.com/salesiq](https://www.zoho.com/salesiq)\n   - Delivers low-cost conversational AI and visitor tracking tools that integrate smoothly into a broader ecosystem for budget-conscious business owners.",
      "brands": [
        {
          "name": "Boei",
          "domain": "boei.be"
        },
        {
          "name": "Tidio (Lyro AI)",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "ChatBot.com",
          "domain": "chatbot.com"
        },
        {
          "name": "Kommunicate",
          "domain": "kommunicate.io"
        },
        {
          "name": "Zoho SalesIQ",
          "domain": "zoho.com"
        }
      ],
      "sources": [
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGAPst9bQkxbm1Pi89lcipwyr6hQeB4ge_QLTwnrphDXYPL09pjZwijJmWfwg5p0cY_0OcR2P7FFvToTbOKfgTDmkkIKU0zns_wFtg66akc7ciE4LxZhPT_RFtrQ3DF_x14fVNIDBmqf9OHxA==",
          "domain": "boei.help"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFWRkCEYLwntXNb3cg3l6isLKnwhGi-0vrYRooHbDs02WttgXbjtL45jOnp0eXOuhri95UuDWnKsUWBlQ2wOZji30sy1LC_SGN10BCyKLSaFtroiJDU4dXOLvNJQpKSLscrPIToN0IWPw==",
          "domain": "botpress.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHGItM9SIAmxzwutz_c3eEopbvnTlJb56Ma-mL5sJa5m6i7oRb5Fbl8L8p1CnUWwKUhnIjPRKsZaao9a9tkpPbVAZmfY5I8uMlTx2UYAvpi70J3W8ptcdK7a_ZFS6JGnDxEmTc3sD6_H0gBE4R-E_glL_PP_N4=",
          "domain": "chatbot.com"
        },
        {
          "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEEhFNyiKzM_OiMBV2CKOblDxEyfNP_x7wx3cnlv9Ka0HTA70ZaznCqANfWuyZcpek36-yN4hbabjSLHVPNTfjY-q7Ct7lKZbCWpN9dlW1uH2Z8YDIr17-dIU9MObiFiRSDJFunVmJ8tF_rbnkxvsEiQFyERIp7xSPlWvd_8QvP7mYHy--2U371qprKAIyFACUTNswOiLTpJcCZpisgtOcJrmw=",
          "domain": "reddit.com"
        }
      ],
      "searchQueries": [
        "cheap AI chatbot for small business customer service",
        "best affordable AI customer support chatbot small business"
      ]
    },
    {
      "prompt": 5,
      "engine": "GROK",
      "run": 1,
      "askedAt": "2026-10-09T01:28:17.836Z",
      "text": "**1. Tidio (Lyro AI)**  \n**tidio.com**  \nBest overall affordable pick for small teams, bundling live chat, visual builder, and AI agent starting around $29/mo plus low-cost add-on.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**2. Gorgias**  \n**gorgias.com**  \nStrong value for Shopify/ecommerce small businesses with native order/shipping AI at ~$10/mo starter plus resolutions.[[2]](https://www.sobot.io/blog/customer-service-ai-agent-platforms-small-businesses-2026/)\n\n**3. Freshdesk (Freddy AI)**  \n**freshworks.com/freshdesk**  \nBudget helpdesk with AI agent, free tier options, and low per-agent pricing from ~$19–29/mo.[[2]](https://www.sobot.io/blog/customer-service-ai-agent-platforms-small-businesses-2026/)\n\n**4. Crisp**  \n**crisp.chat**  \nFlat workspace pricing (~$45–95/mo) with affordable AI credits, ideal for predictable small-team budgets.[[3]](https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026)\n\n**5. Chatbase**  \n**chatbase.co**  \nFast-deploy website/docs Q&A bot with Hobby tier at $40/mo and credit-based scaling for simple needs.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**6. HubSpot Service Hub (Breeze)**  \n**hubspot.com**  \nFree basic chatbot plus affordable AI on Professional plans if already in the HubSpot ecosystem.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**7. Zoho Desk**  \n**zoho.com/desk**  \nVery low-cost helpdesk with AI (Zia), free tier for small teams, and seats from ~$7–14/mo.[[2]](https://www.sobot.io/blog/customer-service-ai-agent-platforms-small-businesses-2026/)",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Freshdesk",
          "domain": "freshworks.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "HubSpot Service Hub",
          "domain": "hubspot.com"
        },
        {
          "name": "Zoho Desk",
          "domain": "zoho.com"
        }
      ],
      "sources": [
        {
          "url": "https://albato.com/blog/publications/best-ai-chatbots-customer-service",
          "domain": "albato.com"
        },
        {
          "url": "https://www.sobot.io/blog/customer-service-ai-agent-platforms-small-businesses-2026/",
          "domain": "sobot.io"
        },
        {
          "url": "https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026",
          "domain": "omago.ai"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbots for small business customer support 2026",
        "top budget AI support chatbots for SMBs reviews",
        "affordable AI customer service chatbots comparison"
      ]
    },
    {
      "prompt": 5,
      "engine": "GROK",
      "run": 2,
      "askedAt": "2026-10-09T01:29:11.962Z",
      "text": "**1. Tidio**  \ntidio.com  \nBest overall value for small teams with live chat + Lyro AI agent starting at $29/mo plus affordable add-on.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**2. SendPulse**  \nsendpulse.com  \nLowest entry pricing around $12/mo Pro with strong multi-channel AI automation for SMBs.[[2]](https://chatbotscape.com/best/best-ai-chatbot)\n\n**3. ManyChat**  \nmanychat.com  \nAffordable contact-based plans from $14-39/mo, ideal for social media and Meta channel support.[[3]](https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026)\n\n**4. Chatbase**  \nchatbase.co  \nFast website AI agent deployment on Hobby tier from $40/mo with flexible model credits.[[2]](https://chatbotscape.com/best/best-ai-chatbot)\n\n**5. Gorgias**  \ngorgias.com  \nEcommerce-focused AI agent with low starter pricing around $10/mo plus resolutions, Shopify-native.[[4]](https://ortelcom.com/best-ai-chatbots-for-customer-service/)\n\n**6. Crisp**  \ncrisp.chat  \nFlat workspace pricing from ~$95/mo Pro with AI add-ons, predictable costs for small teams.[[3]](https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026)\n\n**7. Freshdesk Freddy**  \nfreshdesk.com  \nBudget helpdesk AI from ~$29/agent/mo with low per-session AI pricing for growing SMBs.[[5]](https://appscribed.com/ai-chatbot-for-customer-service/)",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "SendPulse",
          "domain": "sendpulse.com"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        },
        {
          "name": "Freshdesk Freddy",
          "domain": "freshdesk.com"
        }
      ],
      "sources": [
        {
          "url": "https://albato.com/blog/publications/best-ai-chatbots-customer-service",
          "domain": "albato.com"
        },
        {
          "url": "https://chatbotscape.com/best/best-ai-chatbot",
          "domain": "chatbotscape.com"
        },
        {
          "url": "https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026",
          "domain": "omago.ai"
        },
        {
          "url": "https://ortelcom.com/best-ai-chatbots-for-customer-service/",
          "domain": "ortelcom.com"
        },
        {
          "url": "https://appscribed.com/ai-chatbot-for-customer-service/",
          "domain": "appscribed.com"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbots for small business customer support 2026",
        "top AI support chatbots small business affordable reviews",
        "best budget AI customer service bots 2026"
      ]
    },
    {
      "prompt": 5,
      "engine": "GROK",
      "run": 3,
      "askedAt": "2026-10-09T01:30:04.834Z",
      "text": "**1. Tidio (Lyro)**  \n**tidio.com**  \nTop-rated affordable pick for small teams, with live chat + AI agent starting at $29/mo plus low-cost add-on and strong free tier.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**2. Chatbase**  \n**chatbase.co**  \nFastest no-code website AI agent deployment with strong RAG, Hobby tier around $40/mo and free options.[[2]](https://chatbotscape.com/best/best-ai-chatbot)\n\n**3. ManyChat**  \n**manychat.com**  \nBudget-friendly for social/media channels, Pro plan from ~$29/mo with AI bundled in.[[2]](https://chatbotscape.com/best/best-ai-chatbot)\n\n**4. Crisp**  \n**crisp.chat**  \nFlat workspace pricing (~$95/mo Pro) with AI credits, simple for small teams and shared inboxes.[[3]](https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026)\n\n**5. SendPulse**  \n**sendpulse.com**  \nLowest entry paid tier (~$12/mo Pro) with hosted AI integrations and multi-channel support.[[2]](https://chatbotscape.com/best/best-ai-chatbot)\n\n**6. HubSpot Breeze**  \n**hubspot.com**  \nFree rule-based chatbot (AI agent on paid plans) ideal if already using HubSpot CRM.[[1]](https://albato.com/blog/publications/best-ai-chatbots-customer-service)\n\n**7. Gorgias**  \n**gorgias.com**  \nShopify/ecommerce-focused AI agent with strong native integrations, starting low for small stores.[[4]](https://ortelcom.com/best-ai-chatbots-for-customer-service/)",
      "brands": [
        {
          "name": "Tidio",
          "domain": "tidio.com"
        },
        {
          "name": "Chatbase",
          "domain": "chatbase.co"
        },
        {
          "name": "ManyChat",
          "domain": "manychat.com"
        },
        {
          "name": "Crisp",
          "domain": "crisp.chat"
        },
        {
          "name": "SendPulse",
          "domain": "sendpulse.com"
        },
        {
          "name": "HubSpot",
          "domain": "hubspot.com"
        },
        {
          "name": "Gorgias",
          "domain": "gorgias.com"
        }
      ],
      "sources": [
        {
          "url": "https://albato.com/blog/publications/best-ai-chatbots-customer-service",
          "domain": "albato.com"
        },
        {
          "url": "https://chatbotscape.com/best/best-ai-chatbot",
          "domain": "chatbotscape.com"
        },
        {
          "url": "https://www.omago.ai/blog/best-ai-customer-service-software-small-business-2026",
          "domain": "omago.ai"
        },
        {
          "url": "https://ortelcom.com/best-ai-chatbots-for-customer-service/",
          "domain": "ortelcom.com"
        }
      ],
      "searchQueries": [
        "best affordable AI chatbots for small business customer support 2026",
        "top budget AI support chatbots small businesses reviews",
        "affordable AI chatbot platforms for SMB 2026"
      ]
    },
    {
      "prompt": 5,
      "engine": "AI_OVERVIEW",
      "run": 1,
      "askedAt": "2026-10-10T15:37:49.642Z",
      "text": "**Tidio** is widely considered the best affordable AI support chatbot for most small businesses, combining a budget-friendly entry tier, live chat, and a trained AI assistant starting around $29 per month alongside a free plan.[[1]](https://aitoolskey.com/best-ai-chatbots-for-small-business/)\n\n---\n\n### Top Affordable AI Chatbots for Small Businesses\n\n- **Tidio**\n\t- **Best For:** All-in-one website support and live chat.\n\t- **Cost:** Free tier available (up to 50 conversations/mo); paid plans start around **$29/month**.\n\t- **Why it fits:** It is easy to install without coding, learns from your website and past chats, and smoothly hands off complex tickets to a human operator.[[1]](https://www.reddit.com/r/aiToolForBusiness/comments/1r72jj0/chatbot_platforms_i_recommend_for_small_business/)[[2]](https://www.g2.com/discussions/what-are-the-best-ai-chatbot-apps-for-small-business)[[3]](https://www.salesforce.com/blog/small-business/best-ai-chatbots-for-small-business-service/)[[4]](https://aitoolskey.com/best-ai-chatbots-for-small-business/)[[5]](https://www.fwdslash.ai/blog/best-chatbot-for-small-business)\n- **Botpress**\n\t- **Best For:** Custom, code-free or low-code conversational flows.\n\t- **Cost:** Generous free tier with pay-as-you-go message pricing.\n\t- **Why it fits:** Ideal if you want granular control over how the AI reasons, integrates with external databases, and routes customer requests across multiple messaging channels.[[1]](https://thecrunch.io/best-ai-chatbot/)\n- **FwdSlash / Chatbase**\n\t- **Best For:** Quick document-trained AI agents.\n\t- **Cost:** Free tiers available with low-cost scaling.\n\t- **Why it fits:** Allows you to upload your PDFs, FAQs, or website links in minutes to build a custom AI support agent that answers questions directly from your knowledge base.[[1]](https://www.chat-data.com/blog/top-7-chatbot-solutions-ideal-for-small-businesses)[[2]](https://www.fwdslash.ai/blog/best-chatbot-for-small-business)\n- **ManyChat**\n\t- **Best For:** Social media and messaging DMs (Instagram, WhatsApp, Messenger).\n\t- **Cost:** Free basic plan; paid automation plans start around **$15/month**.\n\t- **Why it fits:** Best if your small business handles most customer inquiries and lead generation through social channels rather than a traditional web widget.[[1]](https://thecrunch.io/best-ai-chatbot/)[[2]](https://aitoolskey.com/best-ai-chatbots-for-small-business/)\n\n---\n\nTo help you narrow down the right choice, tell me:\n\n- **Where do your customers mostly message you?** (Website, Instagram, WhatsApp, email)\n- **What is your monthly budget?**\n- **Do you need the bot to just answer FAQs or also book appointments and handle orders?**",
      "brands": [
        {
          "name": "Tidio"
        },
        {
          "name": "Botpress"
        },
        {
          "name": "FwdSlash"
        },
        {
          "name": "Chatbase"
        },
        {
          "name": "ManyChat"
        }
      ],
      "sources": [
        {
          "url": "https://www.reddit.com/r/aiToolForBusiness/comments/1r72jj0/chatbot_platforms_i_recommend_for_small_business/",
          "domain": "reddit.com",
          "title": "Chatbot platforms I recommend for small business customer ..."
        },
        {
          "url": "https://www.salesforce.com/blog/small-business/best-ai-chatbots-for-small-business-service/",
          "domain": "salesforce.com",
          "title": "What are the Best AI Chatbots for Small Business Customer ..."
        },
        {
          "url": "https://www.fwdslash.ai/blog/best-chatbot-for-small-business",
          "domain": "fwdslash.ai",
          "title": "10 Best Chatbot for Small Business: AI Picks 2026"
        },
        {
          "url": "https://aitoolskey.com/best-ai-chatbots-for-small-business/",
          "domain": "aitoolskey.com",
          "title": "Best AI Chatbots for Small Business in 2026: 6 Tested Tools"
        },
        {
          "url": "https://www.chat-data.com/blog/top-7-chatbot-solutions-ideal-for-small-businesses",
          "domain": "chat-data.com",
          "title": "Best Chatbot Solutions for Small Business: Low-Cost AI ..."
        },
        {
          "url": "https://www.g2.com/discussions/what-are-the-best-ai-chatbot-apps-for-small-business",
          "domain": "g2.com",
          "title": "What are the best AI chatbot apps for small business?"
        },
        {
          "url": "https://thecrunch.io/best-ai-chatbot/",
          "domain": "thecrunch.io",
          "title": "Best AI Chatbots for Business 2026: Compared & Ranked"
        }
      ],
      "searchQueries": "not exposed"
    }
  ],
  "engineCheckedAt": {
    "AI_OVERVIEW": "2026-10-10T15:37:49.643Z"
  }
}
