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# THL Open

### AI-visibility engineering, the open way

The open layer of how [**Tech Horizon Labs**](https://techhorizonlabs.com) runs GEO / AI-visibility audits — a Claude Code skill suite, two original tools, and the **method** that ties them together.

[](LICENSE) [](https://claude.com/claude-code) [](docs/THL-GEO-METHOD.md) [](CONTRIBUTING.md)

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### ⚡ [Are you found by AI? &nbsp;— run the free 60-second scan →](https://areyoufoundbyai.com)

_{The live measurement: it asks all <b>seven</b> answer engines — ChatGPT · Claude · Gemini · Perplexity · Grok · DeepSeek · Google AI — whether they actually name you, and who they name instead. Up to 228 live answers per full measure, every one recorded verbatim, 2,100+ businesses on the <a href="https://areyoufoundbyai.com/benchmarks">public index</a>. This repo is the readiness diagnosis behind that score.}

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<img src="assets/audit-report-sample.png" alt="A client-ready AI-visibility audit — composite score, evidence-backed findings, and a ranked fix sequence — generated by the audit-report-kit in this repo" width="560">

<em>A client-ready audit — composite score, evidence-backed findings, ranked fixes — produced by <a href="tools/audit-report-kit"><code>audit-report-kit</code></a> in this repo. (Sample data is fictional.)</em>

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> **Search is splitting in two.** A growing share of your future customers will never click a blue link — they'll get an answer straight from ChatGPT, Claude, Perplexity, or Google's AI Overview. **GEO — Generative Engine Optimization — is how you stay inside that answer.** This repo is how we measure it, engineer it, and prove the movement.

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