Research

Source notes, audits, and frameworks for AI search work

Research is the operational shelf for evidence: audit findings, source references, scorecards, diagrams, and reusable content modules.

AI search

Answer-layer references

Source notes for ChatGPT, Perplexity, Gemini, Google AI Overviews, and query-cluster analysis.

Audit

AEO/GEO readiness checks

A place for audit inputs, scoring patterns, blocker notes, and migration tasks that should not vanish in chat.

Framework

Reusable diagrams and scorecards

FrameworkGraphics, EvidenceTables, SourceCallouts, and score matrices for long-form content pages.

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