AI to AI Websites with AI Development

Federation-Ready Websites for the AI-to-AI Internet

How we wire static sites with JSON-LD, datasets, and automation so humans and AI agents can understand, verify, and connect your brand.

Version: v04 Intelligence Propagation • Networks: SpaForBusiness.com • AIWebsiteSystems.com • AITOAIWebsites.com

Who this is for

  • Founders and marketers who want proof-driven Real SEO™ instead of vanity metrics.
  • Guild prospects who want to learn (and ship) AI-native web — fast and clean.
  • Teams who need repeatable static bundles they can clone across domains.

What we mean by “Federation”

v01 — Listings
A machine-readable index of the site’s real pages (discovered automatically).
/federation/v01_listings.json
v02 — Clusters
Human-legible topic groups (Services, Education, About) for topical authority.
/federation/v02_clusters.json
v03 — Relationships
Graph edges that declare how pages, datasets, and entities relate — including cross-domain federatesWith links.
/federation/v03_relationships.json
v04 — Intelligence Propagation
How Digital KarmaⓀ signals flow (Presence • Authority • Activity • Health) to support new pages and stale nodes.
/federation/v04_propagation.json

Key endpoints & assets (AI-to-AI)

  • LLM endpoint: /ai/llm.json (catalog of everything AI should read)
  • Datasets index: /datasets/index.json (Digital Karma + Real SEO schemas + site dataset)
  • Entities: /entities/* (Organization, Brand, WebSite, Service)
  • Schemas (head-ready): /schemas/organization.json/schemas/website.json
  • Glossary Dataset: /ai/ai-marketing-glossary.json + per-term files in /ai/glossary/
  • Health heartbeat: /ai/health.json (pageCount, datasetCount, entityCount, crossLinks, lastRebuild)

Why this works (and why we do it)

  • Clarity for crawlers & agents: Every concept is discoverable via stable JSON paths.
  • Proof > promises: We surface Digital Karma signals and evidence receipts as datasets.
  • Composable: Static bundles = portable, secure, fast. Clone → swap brand/URL → deploy.
  • Cross-domain lift: Brand/Org/WebSite sameAs + federatesWith edges legitimize the network.

How we keep it current (automation)

  • /ai/build_glossary.py → rebuilds glossary from /ai/glossary/*.json
  • /ai/update_federation.py → refreshes timestamps + emits health.json
  • /ai/emit_changelog.py → writes dated changelog
  • /ai/rebuild.sh → one-shot: rebuild → update → changelog

Apply to the Real SEO™ Life Guild

We train squires → apprentices → journeymouse → craftsmouse → knight/master to ship federation-ready websites with measurable Digital Karma.

  • Squire: earn points by completing free lessons
  • Apprentice: follow over-the-shoulder Real SEO™ tasks
  • Journeymouse: coached simple task sets
  • Craftsmouse: autonomous task lists (paid/profit share)
  • Knight / Master: lead full projects with proportional profit share

Request an invite (English-first or exceptional written English required; zero-tolerance for spammy behavior).

FAQ

Q: Is this static or CMS-only?
A: Static first. We can mirror endpoints into Joomla or any platform.

Q: What proves “Real SEO™” here?
A: Datasets. We publish receipts and roll them up into Digital Karma metrics, not opinions.

Q: Can this scale to many microsites?
A: Yes. Each bundle is self-contained. Swap brand/URL → run rebuild.sh → deploy.