{
  "schemaVersion": 1,
  "id": "learnworlds-vs-graphy",
  "products": [
    "learnworlds",
    "graphy"
  ],
  "conclusion": "LearnWorlds and Graphy are closely matched for core workflows. Both support video hosting, communities, student limits, quizzes, and certificates. LearnWorlds has confirmed scorm support and b2b/group enrolment. Graphy has confirmed transaction fees and course limits.",
  "decisionPoints": [
    {
      "path": "vertical.transactionFees",
      "importance": 10,
      "kind": "evidence-gap",
      "text": "Graphy has confirmed transaction fees; transaction fees is not yet confirmed for LearnWorlds."
    },
    {
      "path": "vertical.scormSupport",
      "importance": 9,
      "kind": "evidence-gap",
      "text": "LearnWorlds has confirmed scorm support; scorm support is not yet confirmed for Graphy."
    },
    {
      "path": "vertical.b2bGroupEnrolment",
      "importance": 9,
      "kind": "evidence-gap",
      "text": "LearnWorlds has confirmed b2b/group enrolment; b2b/group enrolment is not yet confirmed for Graphy."
    },
    {
      "path": "vertical.courseLimits",
      "importance": 8,
      "kind": "evidence-gap",
      "text": "Graphy has confirmed course limits; course limits is not yet confirmed for LearnWorlds."
    }
  ],
  "sharedStrengths": [
    {
      "path": "vertical.videoHosting",
      "label": "Video hosting",
      "importance": 9
    },
    {
      "path": "vertical.communities",
      "label": "Communities",
      "importance": 9
    },
    {
      "path": "vertical.studentLimits",
      "label": "Student limits",
      "importance": 8
    },
    {
      "path": "vertical.quizzes",
      "label": "Quizzes",
      "importance": 8
    },
    {
      "path": "vertical.certificates",
      "label": "Certificates",
      "importance": 8
    }
  ],
  "coverage": {
    "a": 78,
    "b": 78,
    "gap": 0
  },
  "facts": [
    {
      "path": "vertical.courseLimits",
      "label": "Course limits",
      "group": "Capacity",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-3ed98dce1f2eaf87"
        ],
        "evidence": [
          {
            "sourceId": "ingest-3ed98dce1f2eaf87",
            "excerpt": "Unlimited Products",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.studentLimits",
      "label": "Student limits",
      "group": "Capacity",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "1,000 active learners / month",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-3ed98dce1f2eaf87"
        ],
        "evidence": [
          {
            "sourceId": "ingest-3ed98dce1f2eaf87",
            "excerpt": "Unlimited Learners",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.videoHosting",
      "label": "Video hosting",
      "group": "Course delivery",
      "importance": 9,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Unlimited video hosting",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Run self-paced or cohort-based programs with video, audio, documents, and quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.audioHosting",
      "label": "Audio hosting",
      "group": "Course delivery",
      "importance": 6,
      "includeInCoverage": true,
      "learnworlds": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Run self-paced or cohort-based programs with video, audio, documents, and quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.quizzes",
      "label": "Quizzes",
      "group": "Assessment",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "AI course builder and quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Assignments & quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.assignments",
      "label": "Assignments",
      "group": "Assessment",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Assignments & quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.exams",
      "label": "Exams",
      "group": "Assessment",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "graphy": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.certificates",
      "label": "Certificates",
      "group": "Assessment",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Certifications",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-3ed98dce1f2eaf87"
        ],
        "evidence": [
          {
            "sourceId": "ingest-3ed98dce1f2eaf87",
            "excerpt": "Award certificates to learners — automatically",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.scormSupport",
      "label": "SCORM support",
      "group": "Assessment",
      "importance": 9,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "SCORM & HTML5",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      }
    },
    {
      "path": "vertical.assessments",
      "label": "Assessments",
      "group": "Assessment",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Assessments with AI",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "quizzes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.dripContent",
      "label": "Drip content",
      "group": "Course delivery",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Drip feed",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Drip content",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.cohortCourses",
      "label": "Cohort courses",
      "group": "Course delivery",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Community & cohorts",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Run self-paced or cohort-based programs",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.communities",
      "label": "Communities",
      "group": "Engagement",
      "importance": 9,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Built-in community & social network",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Communities",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.memberships",
      "label": "Memberships",
      "group": "Business models",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Subscriptions, memberships, and payment plans",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Memberships",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.coaching",
      "label": "Coaching",
      "group": "Business models",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Live 1:1 and group sessions",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Coaching",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.digitalDownloads",
      "label": "Digital downloads",
      "group": "Business models",
      "importance": 6,
      "includeInCoverage": true,
      "learnworlds": {
        "value": null,
        "status": "unknown",
        "sourceIds": [],
        "evidence": [],
        "verifiedAt": null
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Digital products",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.liveLessons",
      "label": "Live lessons",
      "group": "Course delivery",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Live sessions & webinars",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-e38c11450c2364ff"
        ],
        "evidence": [
          {
            "sourceId": "ingest-e38c11450c2364ff",
            "excerpt": "Webinars & live sessions",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.zoomIntegration",
      "label": "Zoom integration",
      "group": "Integrations",
      "importance": 6,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Live sessions & webinars (Zoom, Meet, Teams, Webex)",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-186c4499ad8002f6"
        ],
        "evidence": [
          {
            "sourceId": "ingest-186c4499ad8002f6",
            "excerpt": "Zoom integration",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.emailMarketing",
      "label": "Email marketing",
      "group": "Marketing",
      "importance": 8,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Mass email credits / month",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Marketing Tools Funnels, emails, and campaigns - ready to convert.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.landingPages",
      "label": "Landing pages",
      "group": "Marketing",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Landing pages",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "AI Website Builder Instant, conversion-ready website built by AI.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.salesFunnels",
      "label": "Sales funnels",
      "group": "Marketing",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Page funnels with AI",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-ba7922ec3171f4dc"
        ],
        "evidence": [
          {
            "sourceId": "ingest-ba7922ec3171f4dc",
            "excerpt": "Marketing Tools Funnels, emails, and campaigns - ready to convert.",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.affiliateManagement",
      "label": "Affiliate management",
      "group": "Marketing",
      "importance": 7,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Affiliate marketing",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-3ed98dce1f2eaf87"
        ],
        "evidence": [
          {
            "sourceId": "ingest-3ed98dce1f2eaf87",
            "excerpt": "Affiliate tracking baked right in",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.coupons",
      "label": "Coupons",
      "group": "Sales",
      "importance": 5,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Coupons, discounts & order bumps",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      },
      "graphy": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-3ed98dce1f2eaf87"
        ],
        "evidence": [
          {
            "sourceId": "ingest-3ed98dce1f2eaf87",
            "excerpt": "Create custom coupon codes",
            "supports": "positive"
          }
        ],
        "verifiedAt": "2026-09-04"
      }
    },
    {
      "path": "vertical.bundles",
      "label": "Bundles",
      "group": "Sales",
      "importance": 6,
      "includeInCoverage": true,
      "learnworlds": {
        "value": true,
        "status": "verified",
        "sourceIds": [
          "ingest-9d51c01bce23262f"
        ],
        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Bundles",
            "supports": "positive"
          }
        ],
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            "supports": "positive"
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        ],
        "verifiedAt": "2026-09-04"
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      "graphy": {
        "value": true,
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          {
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    },
    {
      "path": "vertical.oneTimePayments",
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        ],
        "verifiedAt": "2026-09-04"
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        ],
        "verifiedAt": "2026-09-04"
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    },
    {
      "path": "vertical.stripeIntegration",
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        ],
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        "value": true,
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        "verifiedAt": "2026-09-04"
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    },
    {
      "path": "vertical.paypalIntegration",
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        ],
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        ],
        "verifiedAt": "2026-09-04"
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      "path": "vertical.customDomain",
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        ],
        "verifiedAt": "2026-09-04"
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      "graphy": {
        "value": true,
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            "excerpt": "Free custom domain support",
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        "verifiedAt": "2026-09-04"
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    },
    {
      "path": "vertical.whiteLabelling",
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        "value": true,
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        "evidence": [
          {
            "sourceId": "ingest-9d51c01bce23262f",
            "excerpt": "Full white-label - your brand, no LearnWorlds logos",
            "supports": "positive"
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        ],
        "verifiedAt": "2026-09-04"
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      "graphy": {
        "value": true,
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        "verifiedAt": "2026-09-04"
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    },
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      "path": "vertical.mobileApp",
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        "verifiedAt": "2026-09-04"
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      "graphy": {
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    },
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      "path": "vertical.brandedMobileApp",
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        "value": true,
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        "verifiedAt": "2026-09-04"
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    },
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      "path": "technical.api",
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        "verifiedAt": "2026-09-04"
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      "graphy": {
        "value": true,
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      "path": "technical.webhooks",
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      "path": "technical.zapier",
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    },
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      "path": "commercial.commissionDescription",
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