GEO AI Visibility Tracker
General AI readiness checklist for ChatGPT, Claude, Perplexity, and other AI tools — NOT a Google AI Overviews ranking guarantee. Per Google, Google does not require llms.txt or special schema for AI Overviews. This tool audits general checklist signals (llms.txt, robots.txt, FAQ, .gov links) for other AI products — described as site checklist, not prediction.
What is GEO (Generative Engine Optimization)?
GEO is the practice of optimizing content to appear in AI-generated answers from ChatGPT, Claude, Perplexity, and Google AI Overview. Per Seer Interactive 2024 and Search Engine Land 2024, 58% of US users now use AI search for technical questions like "How to fix KB5124008" — if your content does not appear in AI answers, you lose 58% of potential traffic.
How This Tool Works (Methodology)
This tool does not call OpenAI or Anthropic APIs and does not predict Google AI Overviews inclusion per Google docs. It audits general AI readiness checklist signals for other AI products (ChatGPT, Claude, Perplexity) — llms.txt, robots.txt, FAQ, .gov links, Quick Answer. Described as site checklist, not Google ranking factor. For Google AI Overviews, check Search generative AI setting in Search Console.
- llms.txt present: Does your site have
/llms.txtor/p/llms-txt.htmlwith clear description? Per llmstxt.org, AI crawlers (GPTBot, ClaudeBot, PerplexityBot) check this file first. - Structured Data: Does page have FAQ schema, HowTo schema, and clear H2/H3 hierarchy? AI models extract answers from FAQ and HowTo.
- Source Links: Does article link to primary sources (MSRC, CISA, RFCs)? Per Authoritas GEO Study 2024, articles with 5+ .gov/.edu links appear 3.2x more in AI answers.
- Quick Answer Box: Does page have TL;DR or Quick Answer in first 100 words? AI Overviews pull first 40-60 words.
- robots.txt Allows AI: Does robots.txt allow GPTBot, ClaudeBot, PerplexityBot? If blocked, AI cannot crawl per OpenAI GPTBot Docs.
Scoring Logic (Client-Side Audit)
| Signal | Weight | How We Check |
|---|---|---|
| llms.txt | 25% | Fetch /llms.txt or /p/llms-txt.html — 200 = pass |
| robots.txt allows AI | 25% | Fetch /robots.txt — check for GPTBot Allow |
| FAQ + HowTo schema | 20% | Check for application/ld+json with FAQPage or HowTo |
| 5+ .gov/.edu links | 15% | Count links to .gov, .edu, RFC, MSRC, CISA |
| Quick Answer in first 100 words | 15% | Check first paragraph length and TL;DR presence |
How to Improve Your AI Visibility (Actionable)
If Score < 60% (Not Visible in AI)
- Add
llms.txtat root with clear description per llmstxt.org — we have guide at /p/llms-txt.html - Update robots.txt to allow AI crawlers:
GPTBot, ClaudeBot, PerplexityBot, Google-Extended, anthropic-ai— see our robots.txt guide - Add FAQ schema with 3-5 Q&A that match user questions — e.g., "Is KB5124008 October update?"
- Add 5+ links to primary sources — MSRC, CISA, RFCs — not just other blogs
If Score 60-85% (Partially Visible)
- Add HowTo schema with steps — AI models love step-by-step
- Add Table of Contents with anchor links — helps AI extract structure
- Ensure first 60 words contain direct answer — Google AI Overview pulls from first paragraph
If Score >85% (Visible in AI)
Your content is GEO-ready. Monitor via Search Console → Search Appearance → AI Overviews (new in 2026) and keep content updated. Per Search Engine Land, AI Overviews favor content updated within 30 days for technical topics.
Why GEO Matters More Than Classic SEO in 2026-2028
Per Gartner February 2024, search engine volume will drop 25% by 2026 due to AI chatbots, and 50% by 2028. Users who previously searched "How to fix DNS error" on Google now ask ChatGPT directly. If your article does not appear in ChatGPT's answer, you lose that traffic permanently — classic SEO ranking #1 does not help if AI answer does not cite you.
GEO is not replacing SEO — it's extending it. Classic SEO = rank in Google 10 blue links. GEO = appear in AI-generated answer with citation. You need both. This tool audits the second.
FAQ
Does this tool predict Google AI Overviews?
No. Per Google, no checklist guarantees Google AI Overviews citation. This tool is a general checklist for other AI products (ChatGPT, Claude, Perplexity) — llms.txt, robots.txt, FAQ, .gov links. For Google, use Search Console Generative AI report per Google docs. To test other AI products, ask them directly — snapshots, not universal score.
Why does my article show "Not Visible" but I see it in Perplexity?
Perplexity crawls faster than ChatGPT (hours vs days). Our tool checks signals, not live AI answers. If Perplexity shows you but score is low, you will likely appear in ChatGPT within 7 days as GPTBot crawls slower per OpenAI.
How often should I check GEO?
After each major update (Patch Tuesday, new article). Also after updating robots.txt or adding llms.txt — AI crawlers re-check robots.txt every 24h per OpenAI docs.