{
  "generatedAt": "2026-07-10T00:37:19.618Z",
  "status": "ladder-match-architecture-ready",
  "site": "https://www.digitalhut.app",
  "definition": "A DigitalHut ladder match is a comparative proof/statistic test against similar structured systems. It records which capabilities DigitalHut has tested, where competitors still lead, where DigitalHut has an advantage, and which measurable proof is required next.",
  "guardrail": "This artifact is not a fake rank-boost claim and not an official Google ranking feature. It gives crawlers and users evidence-based comparisons: tested functionality, flaws, advantages, proof routes, source bridges, Supabase behavior, and Search Console status.",
  "masterKeywordLeague": {
    "internalRotationArm": "DigitalHut Full 200,572,944 Keyword List",
    "universe": 200572944,
    "publicSitemapWindow": 50000,
    "role": "Every comparative test belongs inside the 200M universe; smaller lanes are evidence pockets that decide which public sitemap routes deserve pressure."
  },
  "currentMetrics": {
    "pageViews": 323,
    "uniqueVisitors": 119,
    "totalEvents": 540,
    "glb": 83,
    "podcast": 13,
    "autoplay": 5,
    "searches": 2,
    "market": 5,
    "proof": 0,
    "source": 0,
    "masterKeywordDoorEvents": 72
  },
  "searchConsole": {
    "freshRows": 1,
    "freshImpressions": 1,
    "freshClicks": 0,
    "finalRows": 1,
    "finalImpressions": 1,
    "finalClicks": 0
  },
  "ladderRules": [
    "Compare only against similar structured applications/websites.",
    "Do not claim a win from invented language; record flaws and advantages from measurable signals.",
    "A functionality advantage is not a traffic advantage until proof/source, second-action, or Search Console movement appears.",
    "Enterprise-level comparisons require capacity-aware proof across video, GLB, podcast/source, analytics, sitemap, and database read."
  ],
  "standings": [
    {
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "provenAdvantages": 0,
      "activeTests": 5,
      "proofResponses": 0,
      "needsProof": 0,
      "highestClass": "Enterprise"
    },
    {
      "seoLaneId": "full-entertainment-dapp-alternative",
      "seoLane": "Full Entertainment Dapp Alternative",
      "provenAdvantages": 0,
      "activeTests": 3,
      "proofResponses": 0,
      "needsProof": 0,
      "highestClass": "Enterprise"
    },
    {
      "seoLaneId": "home-project-diy-visual",
      "seoLane": "Home Project DIY Visual",
      "provenAdvantages": 0,
      "activeTests": 2,
      "proofResponses": 0,
      "needsProof": 0,
      "highestClass": "Mid"
    },
    {
      "seoLaneId": "ai-video-podcast-source-explainer",
      "seoLane": "AI Video Podcast Source Explainer",
      "provenAdvantages": 0,
      "activeTests": 1,
      "proofResponses": 0,
      "needsProof": 0,
      "highestClass": "Pro"
    }
  ],
  "matches": [
    {
      "id": "full-entertainment-observatory__youtube",
      "lane": "full entertainment observatory",
      "seoLaneId": "full-entertainment-dapp-alternative",
      "seoLane": "Full Entertainment Dapp Alternative",
      "matchType": "Full Entertainment Dapp Alternative vs YouTube",
      "competitor": {
        "name": "YouTube",
        "url": "https://www.youtube.com/",
        "observedOverlap": "video watching, search, autoplay, and episode/session behavior"
      },
      "rankClass": "Enterprise",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "very-high",
        "reason": "requires multi-system proof across video, GLB, podcast/source, analytics, sitemap, and engagement"
      },
      "digitalhutAdvantage": "DigitalHut's claim is the combined system: video watching, 3D Model View, podcast/source moments, live analytics, watch routes, category lanes, and sitemap/Search Console proof in one interface.",
      "opponentAdvantage": "video watching, search, autoplay, and episode/session behavior",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "video watching, search, autoplay, and episode/session behavior",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 100,
        "opponentAuthorityClassScore": 92,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/full-view-episode-alternative",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#full-entertainment-dapp-alternative",
      "nextProofNeeded": "Open one source/backlink from /watch/full-view-episode-alternative and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "full-entertainment-observatory__sketchfab",
      "lane": "full entertainment observatory",
      "seoLaneId": "full-entertainment-dapp-alternative",
      "seoLane": "Full Entertainment Dapp Alternative",
      "matchType": "Full Entertainment Dapp Alternative vs Sketchfab",
      "competitor": {
        "name": "Sketchfab",
        "url": "https://sketchfab.com/",
        "observedOverlap": "3D model discovery and interactive model presentation"
      },
      "rankClass": "Enterprise",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "very-high",
        "reason": "requires multi-system proof across video, GLB, podcast/source, analytics, sitemap, and engagement"
      },
      "digitalhutAdvantage": "DigitalHut's claim is the combined system: video watching, 3D Model View, podcast/source moments, live analytics, watch routes, category lanes, and sitemap/Search Console proof in one interface.",
      "opponentAdvantage": "3D model discovery and interactive model presentation",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "3D model discovery and interactive model presentation",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 100,
        "opponentAuthorityClassScore": 92,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/full-view-episode-alternative",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#full-entertainment-dapp-alternative",
      "nextProofNeeded": "Open one source/backlink from /watch/full-view-episode-alternative and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "full-entertainment-observatory__simplecast",
      "lane": "full entertainment observatory",
      "seoLaneId": "full-entertainment-dapp-alternative",
      "seoLane": "Full Entertainment Dapp Alternative",
      "matchType": "Full Entertainment Dapp Alternative vs Simplecast",
      "competitor": {
        "name": "Simplecast",
        "url": "https://blog.simplecast.com/grow-your-audience-everywhere-simplecast-adds-youtube-publishing-and-unified-podcast-analytics",
        "observedOverlap": "podcast and video analytics"
      },
      "rankClass": "Pro",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "high",
        "reason": "requires competitor proof, source bridge, Search Console row, and second-action measurement"
      },
      "digitalhutAdvantage": "DigitalHut's claim is the combined system: video watching, 3D Model View, podcast/source moments, live analytics, watch routes, category lanes, and sitemap/Search Console proof in one interface.",
      "opponentAdvantage": "podcast and video analytics",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "podcast and video analytics",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 100,
        "opponentAuthorityClassScore": 76,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/full-view-episode-alternative",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#full-entertainment-dapp-alternative",
      "nextProofNeeded": "Open one source/backlink from /watch/full-view-episode-alternative and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "3d-model-web-viewer__sketchfab",
      "lane": "3D model web viewer",
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "matchType": "Gaming 3D World Observatory vs Sketchfab",
      "competitor": {
        "name": "Sketchfab",
        "url": "https://sketchfab.com/",
        "observedOverlap": "publish, share, discover, and embed interactive 3D content"
      },
      "rankClass": "Enterprise",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "very-high",
        "reason": "requires multi-system proof across video, GLB, podcast/source, analytics, sitemap, and engagement"
      },
      "digitalhutAdvantage": "DigitalHut attaches the 3D model view to a video episode, podcast/source moment, live analytics, and route-level SEO proof instead of presenting the model as a standalone viewer.",
      "opponentAdvantage": "publish, share, discover, and embed interactive 3D content",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "publish, share, discover, and embed interactive 3D content",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 92,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/game-world-glb-presentation",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#gaming-3d-world-observatory",
      "nextProofNeeded": "Open one source/backlink from /watch/game-world-glb-presentation and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "podcast-and-video-analytics__simplecast",
      "lane": "podcast and video analytics",
      "seoLaneId": "ai-video-podcast-source-explainer",
      "seoLane": "AI Video Podcast Source Explainer",
      "matchType": "AI Video Podcast Source Explainer vs Simplecast",
      "competitor": {
        "name": "Simplecast",
        "url": "https://blog.simplecast.com/grow-your-audience-everywhere-simplecast-adds-youtube-publishing-and-unified-podcast-analytics",
        "observedOverlap": "unified podcast and YouTube analytics across video and audio performance"
      },
      "rankClass": "Pro",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "high",
        "reason": "requires competitor proof, source bridge, Search Console row, and second-action measurement"
      },
      "digitalhutAdvantage": "DigitalHut turns podcast/source moments into an interruptible observatory feature inside the same episode interface instead of a separate analytics dashboard.",
      "opponentAdvantage": "unified podcast and YouTube analytics across video and audio performance",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "unified podcast and YouTube analytics across video and audio performance",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 76,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/ai-video-podcast-source-explainer",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#ai-video-podcast-source-explainer",
      "nextProofNeeded": "Open one source/backlink from /watch/ai-video-podcast-source-explainer and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "3d-research-and-model-interrogation__colab",
      "lane": "3D research and model interrogation",
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "matchType": "Gaming 3D World Observatory vs CoLab",
      "competitor": {
        "name": "CoLab",
        "url": "https://www.colabsoftware.com/product/model-interrogation-analysis",
        "observedOverlap": "browser-based CAD model viewing, model browser, and analysis"
      },
      "rankClass": "Pro",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "high",
        "reason": "requires competitor proof, source bridge, Search Console row, and second-action measurement"
      },
      "digitalhutAdvantage": "DigitalHut blends research source explanation with video context, GLB visualization, and live behavior analytics.",
      "opponentAdvantage": "browser-based CAD model viewing, model browser, and analysis",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "browser-based CAD model viewing, model browser, and analysis",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 76,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/game-world-glb-presentation",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#gaming-3d-world-observatory",
      "nextProofNeeded": "Open one source/backlink from /watch/game-world-glb-presentation and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "3d-model-web-viewer__model-viewer",
      "lane": "3D model web viewer",
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "matchType": "Gaming 3D World Observatory vs model-viewer",
      "competitor": {
        "name": "model-viewer",
        "url": "https://modelviewer.dev/",
        "observedOverlap": "web component for interactive 3D models and AR"
      },
      "rankClass": "Mid",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "medium",
        "reason": "requires sitemap rows, route proof, and Supabase behavior checks"
      },
      "digitalhutAdvantage": "DigitalHut attaches the 3D model view to a video episode, podcast/source moment, live analytics, and route-level SEO proof instead of presenting the model as a standalone viewer.",
      "opponentAdvantage": "web component for interactive 3D models and AR",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "web component for interactive 3D models and AR",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 62,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/game-world-glb-presentation",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#gaming-3d-world-observatory",
      "nextProofNeeded": "Open one source/backlink from /watch/game-world-glb-presentation and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "3d-model-web-viewer__vntana",
      "lane": "3D model web viewer",
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "matchType": "Gaming 3D World Observatory vs VNTANA",
      "competitor": {
        "name": "VNTANA",
        "url": "https://www.vntana.com/the-ultimate-guide-to-3d-viewers/",
        "observedOverlap": "browser-based 3D viewer and product visualization"
      },
      "rankClass": "Mid",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "medium",
        "reason": "requires sitemap rows, route proof, and Supabase behavior checks"
      },
      "digitalhutAdvantage": "DigitalHut attaches the 3D model view to a video episode, podcast/source moment, live analytics, and route-level SEO proof instead of presenting the model as a standalone viewer.",
      "opponentAdvantage": "browser-based 3D viewer and product visualization",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "browser-based 3D viewer and product visualization",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 62,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/game-world-glb-presentation",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#gaming-3d-world-observatory",
      "nextProofNeeded": "Open one source/backlink from /watch/game-world-glb-presentation and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "interactive-spatial-media__seekbeak",
      "lane": "interactive spatial media",
      "seoLaneId": "home-project-diy-visual",
      "seoLane": "Home Project DIY Visual",
      "matchType": "Home Project DIY Visual vs SeekBeak",
      "competitor": {
        "name": "SeekBeak",
        "url": "https://seekbeak.com/interactive-3d-models/",
        "observedOverlap": "interactive 3D models, hotspots, material swaps, flythroughs, and embeddable 3D experiences"
      },
      "rankClass": "Mid",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "medium",
        "reason": "requires sitemap rows, route proof, and Supabase behavior checks"
      },
      "digitalhutAdvantage": "DigitalHut is consumer-facing and entertainment/research-oriented, combining video, 3D, podcast, and analytics in one active screen.",
      "opponentAdvantage": "interactive 3D models, hotspots, material swaps, flythroughs, and embeddable 3D experiences",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "interactive 3D models, hotspots, material swaps, flythroughs, and embeddable 3D experiences",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 62,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/home-project-diy-visual",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#home-project-diy-visual",
      "nextProofNeeded": "Open one source/backlink from /watch/home-project-diy-visual and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "interactive-spatial-media__aveva-3d-viewer-omi-app",
      "lane": "interactive spatial media",
      "seoLaneId": "home-project-diy-visual",
      "seoLane": "Home Project DIY Visual",
      "matchType": "Home Project DIY Visual vs AVEVA 3D Viewer OMI App",
      "competitor": {
        "name": "AVEVA 3D Viewer OMI App",
        "url": "https://www.aveva.com/en/products/3d-viewer-for-omi-app/",
        "observedOverlap": "3D model visualization for operational and spatial context"
      },
      "rankClass": "Mid",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "medium",
        "reason": "requires sitemap rows, route proof, and Supabase behavior checks"
      },
      "digitalhutAdvantage": "DigitalHut is consumer-facing and entertainment/research-oriented, combining video, 3D, podcast, and analytics in one active screen.",
      "opponentAdvantage": "3D model visualization for operational and spatial context",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
        "currentDigitalhutSignals": {
          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "3D model visualization for operational and spatial context",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 62,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/home-project-diy-visual",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#home-project-diy-visual",
      "nextProofNeeded": "Open one source/backlink from /watch/home-project-diy-visual and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    },
    {
      "id": "3d-research-and-model-interrogation__arc-3d-model-viewer",
      "lane": "3D research and model interrogation",
      "seoLaneId": "gaming-3d-world-observatory",
      "seoLane": "Gaming 3D World Observatory",
      "matchType": "Gaming 3D World Observatory vs Arc 3D Model Viewer",
      "competitor": {
        "name": "Arc 3D Model Viewer",
        "url": "https://www.rchsd.org/programs-services/3d-innovations-lab/research-projects/arc3dmodelviewer/",
        "observedOverlap": "3D datasets and anatomical or non-medical 3D viewing"
      },
      "rankClass": "Mid",
      "status": "active-test",
      "testType": "comparative-proof-statistic-test",
      "serverArchitectureLoad": {
        "serverLoad": "medium",
        "reason": "requires sitemap rows, route proof, and Supabase behavior checks"
      },
      "digitalhutAdvantage": "DigitalHut blends research source explanation with video context, GLB visualization, and live behavior analytics.",
      "opponentAdvantage": "3D datasets and anatomical or non-medical 3D viewing",
      "evidenceBasis": {
        "digitalhutTestedCapabilities": [
          "video watching/session route",
          "3D Model View or GLB behavior",
          "podcast/source moment behavior",
          "live analytics measurement",
          "SEO proof route",
          "source/backlink bridge"
        ],
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          "pageViews": 323,
          "uniqueVisitors": 119,
          "glb": 83,
          "podcast": 13,
          "autoplay": 5,
          "searches": 2,
          "proof": 0,
          "source": 0
        },
        "comparedAgainst": "3D datasets and anatomical or non-medical 3D viewing",
        "notAGoogleRankClaim": true
      },
      "flawsFound": [
        "proof route opens are still zero",
        "source/backlink opens are still zero",
        "search usage is still thin"
      ],
      "advantagesFound": [
        "GLB/3D behavior is already measurable",
        "podcast/source interrupt behavior is already measurable",
        "autoplay/session behavior is already measurable",
        "DigitalHut combines video, GLB, podcast/source, analytics, and SEO proof in one interface"
      ],
      "internalBenchmark": {
        "digitalhutCapabilityScore": 99,
        "opponentAuthorityClassScore": 62,
        "scoreGuardrail": "Internal capability benchmark only. This is not a Google ranking score, not a paid-rank claim, and not a declared SEO win.",
        "result": "functionality-advantage-traffic-proof-pending",
        "secondActions": 108,
        "winCondition": "DigitalHut must produce proof/source opens, repeated second actions, or Search Console query growth before this becomes a proven SEO advantage."
      },
      "proofRoute": "/watch/game-world-glb-presentation",
      "sourceBridgeUrl": "/digitalhut-proof-source-conversion-bridge.json#gaming-3d-world-observatory",
      "nextProofNeeded": "Open one source/backlink from /watch/game-world-glb-presentation and record backlink_source_open.",
      "promotionRule": "Promote only after Search Console rows, proof/source opens, or repeated second actions move beyond the saved baseline."
    }
  ],
  "nextServerMove": "Keep comparative tests active, but aim the next user flow at proof/source opens. The current system has behavior, but the public proof layer needs a source/proof hit.",
  "nextGoogleMove": "Keep sitemap stable, expose this as a proof/statistics artifact, and compare future Search Console rows against the benchmark board."
}