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Doctrine Receipt · 2026-05-12

Retrieval-first page types

PJ-blessed AEO content priority doctrine 2026-05-11. AI engines retrieve specific page types better than others. Don't waste build cycles on "what is X" definitions or fluffy explainers — they don't get cited. Build the formats that AI engines actually pull from when constructing answers.

By PJ Zonis · Encinitas, CA · 2026-05-12 · operator-coined doctrine

01Why this matters

AI engines (ChatGPT / Claude / Perplexity / Gemini) construct answers by retrieving and recomposing chunks from indexed content. They prioritize chunks that: - Answer "best X for Y" questions (most user prompts have this shape) - Carry structured comparison signals (forced-rank, tables, verdicts) - Cite implementation reality, not theory - Name relationships between entities

02How to apply

What to actually do

03The closer

This doctrine validates SideGuy's existing build pattern (Calling Matrix megapages + axes are exactly the shapes that retrieve best). It also flags the under-built page types: topology pages · troubleshooting pages · migration pages. Those are the next high- formats to add to the generator.

04Text PJ — no Calendly, no meeting

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