GEO readiness stack
GPT visibility starts with crawlable pages, clear structure, and proof.
Optimization for GPT does not mean “write text for ChatGPT”. It means making the site clear, accessible, structured, and worthy of citation across AI systems.
What must be ready
| Layer | What to check |
|---|---|
| Indexing | robots.txt, sitemap, canonical, hreflang |
| Structure | clean HTML, headings, internal links |
| Schema | Article, Organization, Service, FAQ when useful |
| Content | definitions, tables, sources, experience |
| CX | chat, CTA, forms, clear next step |
About llms.txt
llms.txt is an emerging approach, not an official Google standard. It can be used as an additional map of important pages for AI tools, but it cannot replace sitemap, robots.txt, or a clear site architecture.
GPT content plan
- Find the questions users ask before buying.
- Check where competitors answer too shallowly.
- Create pages with a quick answer, table, and sources.
- Add internal links to services and related articles.
- Add sem.chat to collect new questions.
- Check the technical base with UNmiss.
Important: GEO works only on a strong foundation. If the site is slow, duplicated, or poorly structured, start with a SEOquick technical audit.
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Sources

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