{
  "schemaVersion": 1,
  "id": "chatbot-vs-proprofs-chat",
  "products": [
    "chatbot",
    "proprofs-chat"
  ],
  "conclusion": "ChatBot and ProProfs Chat are closely matched for core workflows. Both support API access, live chat, generative ai agent, proactive messages, and chat routing. ChatBot has confirmed ai chatbot. ProProfs Chat has confirmed free plan, rule-based chatbot, and instagram.",
  "decisionPoints": [
    {
      "path": "pricing.freeTier",
      "importance": 9,
      "kind": "evidence-gap",
      "text": "ProProfs Chat has confirmed free plan; free plan is not yet confirmed for ChatBot."
    },
    {
      "path": "vertical.aiChatbot",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "ChatBot has confirmed ai chatbot; ai chatbot is not yet confirmed for ProProfs Chat."
    },
    {
      "path": "vertical.ruleBasedChatbot",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "ProProfs Chat has confirmed rule-based chatbot; rule-based chatbot is not yet confirmed for ChatBot."
    },
    {
      "path": "vertical.instagram",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "ProProfs Chat has confirmed instagram; instagram is not yet confirmed for ChatBot."
    }
  ],
  "sharedStrengths": [
    {
      "path": "technical.api",
      "label": "API",
      "importance": 8
    },
    {
      "path": "vertical.liveChat",
      "label": "Live chat",
      "importance": 7
    },
    {
      "path": "vertical.generativeAiAgent",
      "label": "Generative AI agent",
      "importance": 7
    },
    {
      "path": "vertical.proactiveMessages",
      "label": "Proactive messages",
      "importance": 7
    },
    {
      "path": "vertical.chatRouting",
      "label": "Chat routing",
      "importance": 7
    }
  ],
  "coverage": {
    "a": 70,
    "b": 77,
    "gap": 7
  },
  "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Live Chat Software That Will Delight Your Customers",
            "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"
      },
      "proprofs-chat": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.ruleBasedChatbot",
      "label": "Rule-based chatbot",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-0eb985dd7e53a093"
        ],
        "evidence": [
          {
            "sourceId": "ingest-0eb985dd7e53a093",
            "excerpt": "No-Code Bot Builder Build chatbot conversation flows by dragging and dropping steps on a visual canvas — no coding, no technical team required.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-96361a07e65a07a9"
        ],
        "evidence": [
          {
            "sourceId": "ingest-96361a07e65a07a9",
            "excerpt": "Build AI Customer Service Agents That Resolve Every Customer Issue",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Welcome visitors with chat invitation pop-ups or customized operator greetings to boost engagement.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Configure chat routing rules in pre-chat form to automatically connect visitors to right departments.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Email Bring all customer support tickets in a shared inbox and track them closely from start to finish.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Email Bring all customer support tickets in a shared inbox and track them closely from start to finish.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Facebook, WhatsApp, Instagram Connect with customers via their favorite social media platforms for seamless and convenient support.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Facebook, WhatsApp, Instagram Connect with customers via their favorite social media platforms for seamless and convenient support.",
            "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
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Facebook, WhatsApp, Instagram Connect with customers via their favorite social media platforms for seamless and convenient support.",
            "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
      },
      "proprofs-chat": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.visitorTracking",
      "label": "Visitor tracking",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Monitor visitors on key pages",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Capture visitor details with pre-chat form",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "You can also add self-help articles in chat widget for instant help.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "If the bot can’t answer a question or senses it’s time for a human touch, it transfers the chat seamlessly to one of your live support chat agents in real time.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "Operators can use features, such as canned responses in live support software to offer real-time quality answers.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "Chat transcripts Store conversations with customers as transcripts",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.mobileApps",
      "label": "Mobile apps",
      "group": "Platforms",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1b06b32d24db56e4"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1b06b32d24db56e4",
            "excerpt": "iPhone & Android Apps Leverage Chat SDK to add live chat to your Android and iOS apps for on-the-go customer support.",
            "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "You can fully customize your chat window , upload your logo, change colors, set personalized greetings, and even white-label the live chat for the website by removing “Powered by ProProfs.”",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "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"
      },
      "proprofs-chat": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-03d1ab5e3205be1e"
        ],
        "evidence": [
          {
            "sourceId": "ingest-03d1ab5e3205be1e",
            "excerpt": "even white-label the live chat for the website by removing “Powered by ProProfs.”",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.shopifyIntegration",
      "label": "Shopify integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "chatbot": {
        "value": true,
        "status": "verified",
        "sourceIds": [
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