Knowledge Base

Digital Karma Federation Architecture

Understanding how the Digital Karma Federation organizes discovery, trust, and relationship signals across one site or an entire network of sites.

The Four Layers

  1. Discovery layer: the manifest, LLM summary, root crawler rules, and sitemap show where to start.
  2. Meaning layer: the catalog and rendered Schema.org graph explain what the site and its content collections represent.
  3. Relationship layer: /ai/federation.json and optional mapping files show how the site connects to real peers.
  4. Proof layer: /ai/rendered-schema.json records whether every canonical sitemap page exposed the complete catalog Dataset graph.

The 4-Stage Mapping Model

The v7 line documents deeper federation intelligence in four stages:

  1. v01 listings: raw inventory of known members.
  2. v02 clusters: groups sites by role such as authority node, support site, tool, or commercial property.
  3. v03 relationships: records how the sites reference and support each other.
  4. v04 propagation: describes how trust, discovery, and network value can flow across the map.

Not every site needs the full mapping layer, but the model becomes powerful when a portfolio grows beyond a few isolated domains.

Why the Architecture Is Decentralized

DigitalKarmaWeb.com publishes the standard and can host an optional registry, but it does not gate membership. A site can implement the seven required public artifacts, rendered Dataset contract, and audit proof independently. That keeps owners in control of their properties while they still benefit from a shared standard.

Why Owners Benefit from Federation Structure

Federation architecture gives owners more than a technical diagram. It helps related properties reinforce each other, makes AI discovery paths more intentional, supports cleaner audits, and turns a set of websites into a more understandable network. For agencies, publishers, portfolio owners, and product families, that extra structure can compound into stronger coverage and better machine-readable authority over time.

Website Audit

Check a live site against what you just read

Use the constellation audit to compare a public implementation against the current Digital Karma rules and export a starter upgrade package.

Public URLs only. Instant results. Exportable upgrade package.

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