{
  "schemaVersion": 1,
  "id": "happyfox-vs-jitbit-helpdesk",
  "products": [
    "happyfox",
    "jitbit-helpdesk"
  ],
  "conclusion": "HappyFox and Jitbit Helpdesk are closely matched for core workflows. Both support API access, email ticketing, shared inbox, live chat, and whatsapp support. HappyFox has confirmed phone support and social media support. Jitbit Helpdesk has confirmed gdpr compliance and ticket routing.",
  "decisionPoints": [
    {
      "path": "vertical.gdprCompliance",
      "importance": 8,
      "kind": "evidence-gap",
      "text": "Jitbit Helpdesk has confirmed gdpr compliance; gdpr compliance is not yet confirmed for HappyFox."
    },
    {
      "path": "vertical.phoneSupport",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "HappyFox has confirmed phone support; phone support is not yet confirmed for Jitbit Helpdesk."
    },
    {
      "path": "vertical.socialMediaSupport",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "HappyFox has confirmed social media support; social media support is not yet confirmed for Jitbit Helpdesk."
    },
    {
      "path": "vertical.ticketRouting",
      "importance": 7,
      "kind": "evidence-gap",
      "text": "Jitbit Helpdesk has confirmed ticket routing; ticket routing is not yet confirmed for HappyFox."
    }
  ],
  "sharedStrengths": [
    {
      "path": "technical.api",
      "label": "API",
      "importance": 8
    },
    {
      "path": "vertical.emailTicketing",
      "label": "Email ticketing",
      "importance": 7
    },
    {
      "path": "vertical.sharedInbox",
      "label": "Shared inbox",
      "importance": 7
    },
    {
      "path": "vertical.liveChat",
      "label": "Live chat",
      "importance": 7
    },
    {
      "path": "vertical.whatsappSupport",
      "label": "WhatsApp support",
      "importance": 7
    }
  ],
  "coverage": {
    "a": 61,
    "b": 71,
    "gap": 10
  },
  "facts": [
    {
      "path": "vertical.emailTicketing",
      "label": "Email ticketing",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Features Email Ticketing",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1fec62839756b1a8"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1fec62839756b1a8",
            "excerpt": "Email Ticketing System",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.sharedInbox",
      "label": "Shared inbox",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Shared Inbox Software",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1fec62839756b1a8"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1fec62839756b1a8",
            "excerpt": "all in one inbox",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.liveChat",
      "label": "Live chat",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "Add live chat to your website",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Live Chat & Support Widget",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.phoneSupport",
      "label": "Phone support",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-10da262469c8e8df"
        ],
        "evidence": [
          {
            "sourceId": "ingest-10da262469c8e8df",
            "excerpt": "Receive inbound calls and make outbound calls from HappyFox.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.whatsappSupport",
      "label": "WhatsApp support",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "Convert WhatsApp messages into help desk tickets",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ca2197b6ea220dfa"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ca2197b6ea220dfa",
            "excerpt": "WhatsApp ... Jitbit's WhatsApp integration converts incoming WhatsApp messages into helpdesk tickets automatically.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.socialMediaSupport",
      "label": "Social media support",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "Convert facebook messages into tickets with this social help desk",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.knowledgeBase",
      "label": "Knowledge base",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Knowledge Base",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Knowledge Base",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.customerPortal",
      "label": "Customer portal",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Self Service Portal",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Customer Portal",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.slas",
      "label": "SLAs",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "SLA Management",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "SLA & Reminders",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.ticketRouting",
      "label": "Ticket routing",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Automated Routing",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.automation",
      "label": "Automation",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Help Desk Automation",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Automation Engine",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.macros",
      "label": "Macros",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Canned Responses",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.aiReplies",
      "label": "AI replies",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "ChatGPT & AI Integration - Uses AI to suggest relevant Knowledge Base articles ... draft responses for agents",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.aiTicketSummaries",
      "label": "AI ticket summaries",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "The AI can also summarize tickets",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.collisionDetection",
      "label": "Collision detection",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Agent Collision Detection",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.csat",
      "label": "CSAT",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Satisfaction Survey",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ca2197b6ea220dfa"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ca2197b6ea220dfa",
            "excerpt": "Survey Monkey ... collecting customer satisfaction (CSAT) scores",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.customFields",
      "label": "Custom fields",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Help Desk Customization",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Custom Fields",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.multipleBrands",
      "label": "Multiple brands",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Multi-Brand Helpdesk",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.multipleInboxes",
      "label": "Multiple inboxes",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.multilingualSupport",
      "label": "Multilingual support",
      "group": "Features",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-398d19e32fa22464"
        ],
        "evidence": [
          {
            "sourceId": "ingest-398d19e32fa22464",
            "excerpt": "Multilingual Help Desk",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Multi-Language Support - Translated into 25+ languages",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.shopifyIntegration",
      "label": "Shopify integration",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "Access Shopify orders and customer details within your HappyFox Help Desk",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.crmIntegrations",
      "label": "CRM integrations",
      "group": "Integrations",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "View details from Salesforce objects in your Help Desk",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ca2197b6ea220dfa"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ca2197b6ea220dfa",
            "excerpt": "Highrise is a straightforward CRM designed for small businesses. Jitbit's Highrise integration displays a direct link to the ticket submitter's Highrise profile",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "technical.api",
      "label": "API",
      "group": "Technical",
      "importance": 8,
      "includeInCoverage": true,
      "happyfox": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-1e7877e7f1b6a0b7"
        ],
        "evidence": [
          {
            "sourceId": "ingest-1e7877e7f1b6a0b7",
            "excerpt": "Help Desk API Docs",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ca2197b6ea220dfa"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ca2197b6ea220dfa",
            "excerpt": "Jitbit Helpdesk offers a full REST API",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "technical.webhooks",
      "label": "Webhooks",
      "group": "Technical",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.mobileApps",
      "label": "Mobile apps",
      "group": "Platforms",
      "importance": 7,
      "includeInCoverage": true,
      "happyfox": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "jitbit-helpdesk": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-77b1a74d430ef132"
        ],
        "evidence": [
          {
            "sourceId": "ingest-77b1a74d430ef132",
            "excerpt": "Mobile Apps - Native apps for iOS and Android",
            "supports": "positive"
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