{
  "schemaVersion": 1,
  "id": "chatbot-vs-kommunicate",
  "products": [
    "chatbot",
    "kommunicate"
  ],
  "conclusion": "ChatBot and Kommunicate are closely matched for core workflows. Both support API access, live chat, ai chatbot, generative ai agent, and chat routing. ChatBot has confirmed proactive messages and shared inbox. Kommunicate has confirmed price for five agents of 200 and zapier.",
  "decisionPoints": [
    {
      "path": "vertical.priceForFiveAgents",
      "importance": 9,
      "kind": "evidence-gap",
      "text": "Kommunicate has confirmed price for five agents of 200; price for five agents is not yet confirmed for ChatBot."
    },
    {
      "path": "technical.zapier",
      "importance": 8,
      "kind": "evidence-gap",
      "text": "Kommunicate has confirmed zapier; zapier is not yet confirmed for ChatBot."
    },
    {
      "path": "vertical.proactiveMessages",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "ChatBot has confirmed proactive messages; proactive messages is not yet confirmed for Kommunicate."
    },
    {
      "path": "vertical.sharedInbox",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "ChatBot has confirmed shared inbox; shared inbox is not yet confirmed for Kommunicate."
    }
  ],
  "sharedStrengths": [
    {
      "path": "technical.api",
      "label": "API",
      "importance": 8
    },
    {
      "path": "vertical.liveChat",
      "label": "Live chat",
      "importance": 7
    },
    {
      "path": "vertical.aiChatbot",
      "label": "AI chatbot",
      "importance": 7
    },
    {
      "path": "vertical.generativeAiAgent",
      "label": "Generative AI agent",
      "importance": 7
    },
    {
      "path": "vertical.chatRouting",
      "label": "Chat routing",
      "importance": 7
    }
  ],
  "coverage": {
    "a": 70,
    "b": 70,
    "gap": 0
  },
  "facts": [
    {
      "path": "vertical.liveChat",
      "label": "Live chat",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9e8886983f71a796"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9e8886983f71a796",
            "excerpt": "LiveChat Improve your customer services working side by side with a bot.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Live Chat",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.aiChatbot",
      "label": "AI chatbot",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-09574d96fe949fec"
        ],
        "evidence": [
          {
            "sourceId": "ingest-09574d96fe949fec",
            "excerpt": "AI chatbot that helps your customers and grows your sales",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Generative AI Chatbot",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.ruleBasedChatbot",
      "label": "Rule-based chatbot",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.generativeAiAgent",
      "label": "Generative AI agent",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e96d2cb0297265db"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e96d2cb0297265db",
            "excerpt": "This AI chatbot for customer service combines machine learning, natural language processing, and generative AI",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Generative AI Chatbot",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.proactiveMessages",
      "label": "Proactive messages",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2275efc4c6984a2d"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2275efc4c6984a2d",
            "excerpt": "Campaigns let the widget open on its own, triggered by the page, the time spent, or what a visitor just did",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.chatRouting",
      "label": "Chat routing",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-f0b7eb99c1ad8263"
        ],
        "evidence": [
          {
            "sourceId": "ingest-f0b7eb99c1ad8263",
            "excerpt": "Route chats to the right people WhatsApp conversations get their own views, so the right team picks up the right chats.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Chat transferred to Maya",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.sharedInbox",
      "label": "Shared inbox",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-f0b7eb99c1ad8263"
        ],
        "evidence": [
          {
            "sourceId": "ingest-f0b7eb99c1ad8263",
            "excerpt": "Every conversation in one inbox WhatsApp is one channel in Text, not a separate tool with its own login.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.emailInbox",
      "label": "Email inbox",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-f0b7eb99c1ad8263"
        ],
        "evidence": [
          {
            "sourceId": "ingest-f0b7eb99c1ad8263",
            "excerpt": "Email Arrives as a ticket your team can assign and answer.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "AI Email Ticketing",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.whatsapp",
      "label": "WhatsApp",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-f0b7eb99c1ad8263"
        ],
        "evidence": [
          {
            "sourceId": "ingest-f0b7eb99c1ad8263",
            "excerpt": "WhatsApp chatbot for Business: AI That Sells",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "WhatsApp",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.facebookMessenger",
      "label": "Facebook Messenger",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9e8886983f71a796"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9e8886983f71a796",
            "excerpt": "Facebook Messenger Connect ChatBot.com with your Facebook fan pages to automate your chats.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Facebook",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.instagram",
      "label": "Instagram",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Instagram",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.telegram",
      "label": "Telegram",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Telegram",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.visitorTracking",
      "label": "Visitor tracking",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.leadCapture",
      "label": "Lead capture",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2275efc4c6984a2d"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2275efc4c6984a2d",
            "excerpt": "Turns chats into leads It gathers names and emails as the talk unfolds, then passes warm contacts to your team.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.chatAutomation",
      "label": "Chat automation",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-f0b7eb99c1ad8263"
        ],
        "evidence": [
          {
            "sourceId": "ingest-f0b7eb99c1ad8263",
            "excerpt": "WhatsApp automation that works while you sleep Answers, routing, and follow-ups run on their own.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Automate support with AI agents",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.knowledgeBaseIntegration",
      "label": "Knowledge base integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e96d2cb0297265db"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e96d2cb0297265db",
            "excerpt": "Knowledge hub Choose which knowledge sources your AI agent uses.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Train your AI agent on your website, help docs or FAQs",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.humanHandoff",
      "label": "Human handoff",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2275efc4c6984a2d"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2275efc4c6984a2d",
            "excerpt": "Calls in your team When a person should take over, the chat moves across carrying every message so far.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Human handoff",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.cannedResponses",
      "label": "Canned responses",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-856eee1f4f1bf9c2"
        ],
        "evidence": [
          {
            "sourceId": "ingest-856eee1f4f1bf9c2",
            "excerpt": "Shared canned responses",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.chatTranscripts",
      "label": "Chat transcripts",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-7e1843f3c3779563"
        ],
        "evidence": [
          {
            "sourceId": "ingest-7e1843f3c3779563",
            "excerpt": "With the LiveChat integration also running, the chat transcript can be attached as well.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.mobileApps",
      "label": "Mobile apps",
      "group": "Platforms",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-bc3c0d2c6633990e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-bc3c0d2c6633990e",
            "excerpt": "AI Chatbot for Mobile Apps",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.customBranding",
      "label": "Custom branding",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-2275efc4c6984a2d"
        ],
        "evidence": [
          {
            "sourceId": "ingest-2275efc4c6984a2d",
            "excerpt": "Match your brand. Pick a light or dark theme, set your colors and background, and add your logo and avatar.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.removeVendorBranding",
      "label": "Remove vendor branding",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-856eee1f4f1bf9c2"
        ],
        "evidence": [
          {
            "sourceId": "ingest-856eee1f4f1bf9c2",
            "excerpt": "White-label widget",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-352181cf497e2819"
        ],
        "evidence": [
          {
            "sourceId": "ingest-352181cf497e2819",
            "excerpt": "Remove Kommunicate branding",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.shopifyIntegration",
      "label": "Shopify integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9e8886983f71a796"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9e8886983f71a796",
            "excerpt": "Shopify Offer 24/7 personalized customer service and drive sales performance.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "Shopify",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.wordpressIntegration",
      "label": "WordPress integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9e8886983f71a796"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9e8886983f71a796",
            "excerpt": "WordPress Integrate ChatBot.com with your WordPress page in seconds.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-585283b3c1ed5fa5"
        ],
        "evidence": [
          {
            "sourceId": "ingest-585283b3c1ed5fa5",
            "excerpt": "WordPress",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "technical.api",
      "label": "API",
      "group": "Technical",
      "importance": 8,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9e8886983f71a796"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9e8886983f71a796",
            "excerpt": "Use a Workflow to call any external API",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "kommunicate": {
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    },
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    },
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    },
    {
      "path": "pricing.freeTier",
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    },
    {
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      "includeInCoverage": true,
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    },
    {
      "path": "commercial.affiliateProgramme",
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  ],
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        "title": "AI Chat Widget with Human Handoff | ChatBot.com",
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      {
        "id": "ingest-e96d2cb0297265db",
        "url": "https://www.chatbot.com/ai/",
        "title": "AI Assist: Train a Custom AI on Your Data | ChatBot.com",
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        "id": "ingest-585283b3c1ed5fa5",
        "url": "https://www.kommunicate.io/",
        "title": "AI-Powered Customer Service Automation Platform | Kommunicate",
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        "id": "ingest-bc3c0d2c6633990e",
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    ]
  }
}