{
  "schema_version": "1.0",
  "slug": "aidigitalkarma-com",
  "domain": "aidigitalkarma.com",
  "generated_date": "2026-07-15",
  "updated_at": "2026-07-15",
  "data_sources": ["config/site.json", "config/federation.json", "docs/README.md", "CLAUDE.md", "content/ directory counts", "llm.json"],
  "confidence": "verified-facts-only",

  "identity": {
    "niche": "Semantic-AI / machine-readable-web infrastructure and directory hub",
    "constellation_slug": "ai-digital-karma",
    "tier": "flagship",
    "priority": "1",
    "property_format": "Directory hub + brand OS site (pages, articles, glossary, FAQ, directory listings)",
    "launch_stage": "Built: 46 total public items (7 pages, 3 articles, 12 FAQ, 8 glossary terms, 12 directory listings, 3 categories)",
    "for_sale": false
  },

  "executive_summary": {
    "headline": "The flagship/namesake site of the entire Digital Karma Federation",
    "one_liner": "Controlled AI Speed to Market™, the operating system framing for the whole portfolio: idea to revenue at AI speed.",
    "summary": "aidigitalkarma.com is the flagship node of its own constellation and, per its brand architecture, sits directly under krisada.com (Steward) in the portfolio hierarchy, one level above digitaltradeschools.com and the 7 Trade Schools / 5 Industry Constellations it indexes. It's a built directory-and-brand-OS site (46 items across pages, articles, glossary, FAQ, and 12 directory listings for the trade schools/constellations), not a blog or storefront. Monetization is named but not priced: memberships, courses, build packages, templates, dataset subscriptions, consulting, licensing, agency partnerships, none of which have stated pricing or timelines yet."
  },

  "traffic_seo": {
    "monthly_traffic": null,
    "traffic_trend": "Not documented anywhere in config, docs, or federation files.",
    "domain_authority": null,
    "digital_karma_score": 0.72,
    "karma_signals": {
      "schema_coverage": 0.8,
      "content_freshness": 0.8,
      "ai_endpoints": 0.95,
      "federation_presence": 0.95,
      "external_links": 0.75,
      "technical_quality": 0.82,
      "dataset_quality": 0.78
    },
    "target_queries": [],
    "notes": "digital_karma_score is a federation schema/technical-quality signal, not a traffic or revenue metric. No search-query targets or session numbers found in any local file."
  },

  "monetization": {
    "status": "unclear, revenue streams named but not built out",
    "monthly_revenue": null,
    "revenue_streams": [
      { "stream": "Memberships", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Courses", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Build packages", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Templates", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Dataset subscriptions", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Consulting", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Licensing", "mechanism": "not documented", "timeline": "not documented", "status": "named only" },
      { "stream": "Agency partnerships", "mechanism": "not documented", "timeline": "not documented", "status": "named only" }
    ],
    "notes": "Eight revenue streams are listed in docs/README.md as the intended model, but none carry pricing, a specific mechanism, or a timeline the way aiwebsitesystems.com's offers do. This reads as a brand/positioning document rather than a monetization plan yet."
  },

  "growth_opportunities": [
    { "opportunity": "Ship the '90-Day Priorities' from docs/README.md/CLAUDE.md", "impact": "high", "effort": "medium", "notes": "Named items: rebuild homepage, publish ecosystem map, launch cornerstone articles, cross-link portfolio, release first premium build package, grow email list, expand YouTube documentation." },
    { "opportunity": "Attach real pricing/mechanism to at least one of the 8 named revenue streams", "impact": "high", "effort": "medium", "notes": "aiwebsitesystems.com already has a working 4-tier priced offer stack (Discovery Partner through Founder Partner); this site could adapt that model for its own 'build package'/'consulting' streams rather than starting from scratch." },
    { "opportunity": "Publish the ecosystem map cross-linking the 7 Trade Schools and 5 Industry Constellations", "impact": "medium", "effort": "low", "notes": "The directory (12 listings, 3 categories) already contains this structure as data; a public-facing map/page surfacing it is mostly a presentation layer, not new research." }
  ],

  "risk_factors": [
    { "risk": "Revenue model is named but has no pricing or mechanism", "severity": "high", "mitigation": "As the constellation's namesake/flagship, it currently has the least concrete monetization plan of the sites reviewed in this rollout so far, worth prioritizing once the passport-review cycle reaches it." },
    { "risk": "No traffic or revenue metrics tracked/documented anywhere locally", "severity": "medium", "mitigation": "Same gap as most of the portfolio pre-Digital Karma-Data-Warehouse rollout; not unique to this site." },
    { "risk": "Referenced editorial docs don't exist yet", "severity": "low", "mitigation": "CLAUDE.md itself already flags docs/editorial-listing-voice-guide.md and docs/listing-fill-template.md as aspirational, not built. Low severity since the gap is already documented, not hidden." }
  ],

  "sale": null,

  "maker_notes": "Known portfolio-wide pattern flagged during this rollout: several sites' own config/federation.json still say portfolio_listing.status: \"domain-only\" despite being fully built (this site included), likely a scaffolding default that never got updated when the site actually launched. Not corrected here without Krisada's explicit go-ahead per-site: the DPS fix was authorized specifically for DPS, and applying it to a further batch of sites without individual live verification was flagged by the permission system as overreach. Recommend a deliberate portfolio-wide federation-status sweep as its own task rather than folding it silently into passport-building."
}
