Document Graph
Jason Barnard positions Document Graph as the C (Credibility) layer of the Three Graphs. Medium fuzziness, ranked edges, anchor text labels. The corroboration layer consulted during grounding.
┌─────────────────────────────────────────────────────────────┐
│ DOCUMENT GRAPH │
│ "The Investigative Journalist" │
│ Fuzziness: MEDIUM ●●○ │
└─────────────────────────────────────────────────────────────┘
┌───────────────────────────────────────────────────────────┐
│ │
│ ┌──────────────┐ │
│ │ kalicube.com │◀────┐ │
│ │ (PR: 45) │ │ citation │
│ └──────┬───────┘ │ │
│ │link │ │
│ ▼ │ │
│ ┌──────────────┐ ┌──────────────┐ │
│ │ /about-jason │ │searchengine │ │
│ │ (PR: 38) │ │ land.com │ │
│ └──────────────┘ │ (PR: 72) │ │
│ └──────────────┘ │
│ │
│ NODES: Documents (URLs, web pages) │
│ EDGES: Links + Topical annotations │
│ WEIGHTS: Authority (PageRank) + Relevance scores │
│ │
│ Scored/ranked - not binary, not probabilistic │
└───────────────────────────────────────────────────────────┘
OUTCOME: AI CITES you
Build SECOND (after Entity, before Concept)
The 10-Gate AI Search Pipeline: Find Where Your Content Fails
The 10-Gate AI Search Pipeline: Find Where Your Content Fails Published on Search Engine Land May 5, 2026 by Jason Barnard AI search is a multiplicative system where one weak...
5 Competitive Gates Hidden Inside ‘Rank and Display’
5 Competitive Gates Hidden Inside ‘Rank and Display’ Published on Search Engine Land March 17, 2026 by Jason Barnard The annotation, recruitment, grounding, display, and won gates determine which content...
Recruitment in the ARGDW Pipeline: The Trick Is to Charm the Algorithmic Trinity
By Jason Barnard The Knowledge Panel experiment that changed how I thought about this ran over three months in 2025. A brand I was tracking appeared consistently in search results,...
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