{
  "generatedAt": "2026-07-07",
  "mode": "DigitalHut Long-Tail Web Cast",
  "status": "deployable-public-longtail-expansion-map",
  "domain": "https://www.digitalhut.app",
  "purpose": "Expand DigitalHut categories into wide long-tail search webs while keeping public crawl surfaces focused on useful proof routes.",
  "bottleneckRelease": {
    "problem": "A DigitalHut category is too small if it only names the site feature.",
    "solution": "Every category replicates into searcher roles, everyday questions, source/backlink targets, GLB proof, podcast/source moments, and canonical watch/blog/category routes.",
    "publicGuardrail": "Expose useful proof routes and structured keyword families, not millions of thin generated pages."
  },
  "webCastRule": [
    "everyday question searches",
    "entertainment and social video searches",
    "research and developer searches",
    "3D and GLB visual proof searches",
    "podcast and source moment searches",
    "backlink and source map searches",
    "local, seasonal, market, and event timing"
  ],
  "categoryWebs": [
    {"category": "Mainstream Streaming", "intent": "explain viral or confusing video moments with source-backed visuals", "families": ["funny video explained", "viral clip source map", "TikTok reel context", "Instagram reel reaction", "YouTube video radar", "what am I watching"], "roles": ["social media viewer", "parent sharing a clip", "creator checking context"], "sourceTargets": ["creator/source page", "first-source article", "mainstream video source"], "proofRoute": "/watch/funny-mainstream-video-explained"},
    {"category": "Planetary", "intent": "turn space, climate, orbit, and planetary topics into visual research", "families": ["planetary research 3D", "orbital visual guide", "climate data observatory", "space video explanation", "satellite visual model"], "roles": ["student", "space fan", "climate researcher"], "sourceTargets": ["space agency source", "climate data source", "satellite documentation"], "proofRoute": "/watch/planetary-research-3d-experience"},
    {"category": "Real Estate", "intent": "turn property, remodel, resort, and home searches into 3D decisions", "families": ["home remodel 3D", "real estate walkthrough", "resort 3D preview", "vacation property model", "housing model visual experience"], "roles": ["homeowner", "buyer", "agent", "vacation property shopper"], "sourceTargets": ["listing page", "neighborhood guide", "agency source"], "proofRoute": "/watch/real-estate-3d-house-walkthrough"},
    {"category": "Mobility", "intent": "explain commute, rideshare, airport pickup, traffic, and route decisions", "families": ["Uber pickup guide", "airport rideshare source map", "traffic visual study", "route delay observatory", "late-night ride guide"], "roles": ["commuter", "traveler", "airport passenger"], "sourceTargets": ["airport source", "rideshare help page", "traffic source"], "proofRoute": "/watch/calling-an-uber-visual-trip-guide"},
    {"category": "Science", "intent": "explain studies and nature systems through 3D visual context", "families": ["coral reef study 2026", "animal extinction 3D", "climate research map", "biology visual explanation", "environmental source proof"], "roles": ["student", "teacher", "researcher", "documentary viewer"], "sourceTargets": ["study source", "dataset", "university article"], "proofRoute": "/watch/university-research-3d-experience"},
    {"category": "Researcher", "intent": "make public information searches readable with sources and visual structure", "families": ["wiki lookup visual hub", "what is this topic", "source-backed summary", "study explainer", "evidence map", "research before buying"], "roles": ["student", "developer", "parent checking facts", "researcher comparing sources"], "sourceTargets": ["reference page", "dataset", "official documentation"], "proofRoute": "/watch/wiki-lookup-visual-research-hub"},
    {"category": "Continent", "intent": "connect travel, culture, vacation, geography, and place research", "families": ["international city guide", "vacation route map", "cultural place 3D", "resort visual preview", "travel context source map"], "roles": ["traveler", "family planner", "digital nomad"], "sourceTargets": ["travel guide", "local source", "booking research page"], "proofRoute": "/watch/vacation-resort-3d-preview"},
    {"category": "History", "intent": "connect documentary, timeline, event, and archive searches", "families": ["historical topic visual guide", "documentary source map", "timeline node points", "archive visual context", "history explained with sources"], "roles": ["student", "documentary viewer", "teacher"], "sourceTargets": ["archive page", "documentary source", "museum source"], "proofRoute": "/watch/wiki-lookup-visual-research-hub"},
    {"category": "Businesses", "intent": "connect market, company, tech, and business research", "families": ["stock market visual analysis", "company video research", "AI data center market", "business source map", "earnings video observatory"], "roles": ["investor", "founder", "market watcher", "tech reviewer"], "sourceTargets": ["company source", "market data source", "earnings release"], "proofRoute": "/watch/current-market-video-observatory"},
    {"category": "Workforce", "intent": "connect workday intent, productivity, lunch, commute, and tools", "families": ["lunch near office", "work commute visual guide", "developer workflow", "productivity source map", "after work decision guide"], "roles": ["office worker", "contractor", "commuter"], "sourceTargets": ["local menu source", "work tool source", "commute guide"], "proofRoute": "/watch/looking-for-lunch-visual-observatory"},
    {"category": "Programmer", "intent": "connect coding, dapps, cloud, AI tools, and developer proof", "families": ["developer dapp 3D", "coding episode visual guide", "Google Cloud API setup", "Supabase Vercel dapp", "AI research engine"], "roles": ["developer", "founder", "cloud engineer"], "sourceTargets": ["official documentation", "GitHub source", "cloud setup page"], "proofRoute": "/watch/developer-dapp-3d-experience"},
    {"category": "Gamer", "intent": "connect builds, servers, maps, 3D assets, and gaming culture", "families": ["top server builds", "gaming 3D environment", "GLB game asset", "creator-safe world assets", "top builds visual experience"], "roles": ["gamer", "server owner", "builder", "creator"], "sourceTargets": ["creator build page", "asset source", "server guide"], "proofRoute": "/watch/gaming-3d-environment-viewer"},
    {"category": "DigitalHut Presentation", "intent": "explain the complete observatory product and its proof system", "families": ["automatic 3D autoplay", "podcast moment analysis", "3D model view research", "YouTube content radar", "DigitalHut observatory experience"], "roles": ["viewer testing the dapp", "developer evaluating the stack", "researcher judging usefulness"], "sourceTargets": ["watch proof route", "blog proof route", "metadata manifest"], "proofRoute": "/watch/automatic-3d-autoplay-system"}
  ],
  "everydayWebCastLanes": [
    {"lane": "Lunch And Local Food", "searcher": "a person deciding where to eat", "cast": ["restaurants near me visual guide", "lunch near office source map", "funny lunch reel explained", "best food near me video proof"]},
    {"lane": "Rideshare And Commute", "searcher": "a traveler or commuter", "cast": ["Uber pickup airport visual guide", "rideshare location explained", "late night ride source map", "traffic delay visual observatory"]},
    {"lane": "Flight And Travel Booking", "searcher": "a traveler comparing flights", "cast": ["cheap flights visual guide", "flight delay source map", "airport layover 3D guide", "holiday ticket visual research"]},
    {"lane": "Wiki And Quick Research", "searcher": "a student, parent, developer, or researcher", "cast": ["what is this topic explained", "wiki lookup visual hub", "public information source map", "research before buying visual guide"]},
    {"lane": "Funny Mainstream Video", "searcher": "a social media viewer", "cast": ["funny video explained with sources", "TikTok reel context", "viral clip source map", "what am I watching funny video"]},
    {"lane": "Errands And Review Before Buying", "searcher": "a shopper or household planner", "cast": ["product reviews visual summary", "Reddit reviews source map", "best deals near me", "grocery run visual guide"]}
  ],
  "expansionFormula": "search phrase + visual proof + source/backlink + DigitalHut category + canonical route",
  "replicationFormula": "category lane -> searcher role -> everyday phrase -> visual proof -> source/backlink -> watch proof route -> blog proof route -> Search Console comparison",
  "exampleCasts": [
    "funny grocery reel source map DigitalHut Mainstream Streaming",
    "coral reef study 2026 3D visual experience DigitalHut Science",
    "housing model 3D experience real estate agency DigitalHut Real Estate",
    "top gaming server builds visual experience DigitalHut Gamer",
    "Google Cloud API dapp setup visual guide DigitalHut Programmer"
  ],
  "bottleneckRule": "If a category is too narrow, expand by searcher role instead of adding filler.",
  "searcherRoles": ["parent", "student", "developer", "traveler", "homeowner", "gamer", "researcher", "investor", "local shopper", "social media viewer", "small business owner"]
}