Whitepaper · 5 graphs

Total Graph Authority Methodology

AI assistants recommend a brand when three independent sources of trust point to it and describe it the same way. This paper is the full method for earning that position. Read it as a marketing leader to see what the work involves, or as a practitioner to run it yourself.

  • →The model behind the method, and how an AI answer uses the five graphs
  • →All five graphs in depth, each with the signals that move it
  • →Eight phases, every one with an owner, steps, an output, and an exit check
  • →A 100-point scorecard, six outcome KPIs, and a monitoring routine
  • →A worked sample at every phase, following Northwind end to end
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What the method builds

Total Graph Authority is the position a brand holds when its entity, its content, its links, its citations, and its community all agree. One version of the brand, repeated by sources that have no reason to coordinate. That agreement is what an assistant reads as trust.

The five graphs
01

Entity graph

Who the brand is, and whether every source describes it the same way. The foundation the other four build on.

02

Content graph

The first-party pages an assistant lifts from: clear claims, defined terms, answers it can quote without guessing.

03

Link graph

The independent pages that point to the brand and back up what it says about itself.

04

Citation graph

Where the brand is named in the sources an assistant already trusts, in the words a buyer would use.

05

Interaction graph

The social and community signals that show a real audience uses the brand, not just a marketing team.

The process · eight phases
00
Scope and setup

Prompt set, competitors, and owners agreed before any work begins.

01
Baseline audit

Where the brand stands today across every engine and every graph.

02
Score and diagnose

The 100-point scorecard turns the audit into a ranked list of fixes.

03
Entity fix

Make every source agree on who the brand is and what it does.

04
First-party build

Write the pages an assistant can quote, structured to be lifted.

05
Third-party validation

Earn the independent citations and links that confirm the claims.

06
Social utility

Give the community something to use, so the interaction graph is real.

07
Measure and reallocate

Track the six KPIs, then move effort to the graph with the most to gain.

5
Trust graphs
8
Phases, each with an owner
100
Point scorecard
6
Outcome KPIs

Want this run on your brand?

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