AI Lab AI Lab
Tools that show how AI search engines and AI bots read, split and cite your page. For everyone who does not want to guess at AI SEO (GEO).
Experimental. The tools are based on public statements by AI providers, current studies, published assessments by AI and SEO experts and hands-on experience of site owners. AI platforms do not disclose their criteria, so the results are approximations, experience and observations.
How to open the AI Lab
- In the side panel, click the purple spark at the top, or the small spark on the AI ring.
- On any check in the AI readiness section, click "View in AI Lab". The matching tool opens directly.
- Choose a view: Tabs (one tool in focus) or All in one (for scrolling through).
All tools
View
Bot View/ai-lab/bot-view/What AI bots see without JavaScript, compared to the browser.Markdown export/ai-lab/markdown-export/Main content as Markdown, the way AI systems process text.Content vs. clutter/ai-lab/content-ratio/Share of content, navigation and banners.
Analyze
Chunks/ai-lab/chunking/How AI search splits texts and which chunks stand on their own.Citability/ai-lab/citability/Which paragraphs are suitable for citation.Question check/ai-lab/question-check/Headings as questions, the way users ask AI.Freshness/ai-lab/freshness/All dates compared.
Generate
robots.txt generator/ai-lab/robots-txt-generator/Allow AI search, block training, ready-made code.llms.txt generator/ai-lab/llms-txt-generator/Skeleton for llms.txt, not a standard, in testing.
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