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The Developer's AI Visibility Playbook

How to get cited by ChatGPT, Perplexity & Google AI in 2026.

The exact SEO, AEO, GEO, and AAO system I implemented on chudi.dev — scored 9.5/10 GEO in an independent audit. Step-by-step, no theory.

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500+ developers and builders 9.5/10 GEO score on chudi.dev Implemented, not theoretical 89/100 overall site health

What's inside

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Part 1

SEO Foundation

Technical non-negotiables, on-page optimization, and topical cluster strategy that actually moves rankings.

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Part 2

AEO — Answer Engine Optimization

FAQPage schema, TL;DR capsules, and passage-level clarity that get you into featured snippets and direct answers.

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Part 3

GEO — Generative Engine Optimization

AI crawler permissions, /llms.txt, /.well-known/llms.json, and E-E-A-T signals that get you cited by ChatGPT and Perplexity.

Part 4

AAO — AI Agent Optimization

WebMCP, /ai.txt, and structured data for autonomous AI agent discovery. The newest frontier.

Bonus

Implementation Checklist

Week-by-week action plan from foundation to authority. No guessing what to do next.

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Bonus

Real Audit Results

chudi.dev audit scores (9.5/10 GEO, 9.5/10 AEO, 89/100 overall) as proof this works.

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Who wrote this

Chudi Nnorukam

UC Berkeley Data Science. 5+ years building production AI systems. 20+ shipped projects including a multi-agent bug bounty system, Polymarket trading bot, and MicroSaaS builder. I implemented every technique in this guide on chudi.dev — the audit scores are real.

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