AEO visibility readiness checker
Paste any page's HTML, get 8 automatic on-page checks + a 4-point site checklist — 100% in your browser. No login, no upload. Demand probe for the AEO/GEO audits line (evidence: HN + arXiv, 2026-09-27).
How to use
- Paste the page's full HTML source above, or press an example button to try it instantly.
- Tick the 4 site-level boxes only where the statement is actually true.
- Press “Run 12-point check” — each check shows pass / warn / fail with the exact reason.
- Download the Markdown report and fix the fails top-down; re-run to verify.
FAQ
Does this ask ChatGPT, Perplexity, or Gemini about my site?
No. A buyer's real question on HN put it well: “most sites have no idea whether that door even opens for them.” This page checks whether the door can open — title, description, canonical, one h1, citable answer blocks, matching structured data, viewport/lang, image labels, llms.txt, robots, languages, freshness. Whether an engine walks through is measured only by live probing (our paid audit runs ~50 real buyer questions per category).
How is this different from LLMGeoKit or Potatometer?
Both are free, no-login scanners (Show HN 2026-01-30 and 2026-02-19) that probe live AI engines — that half we do not duplicate. Our depth is elsewhere: the 20 audit parameters from engine/aeo_audit.py and HE/RU/EN language coverage global GEO tools skip. If this page ever stops beating them on depth, the line kills it (review round r135).
Will passing get me cited or ranked?
No promise. Checks remove mechanical blockers; engines decide citations. GEO research (arXiv 2603.29979v1, 2026-03-31) shows structured features lift citation rates, but no number on this page is a visibility score.
What happens to my pasted HTML?
It is parsed by this tab only via DOMParser. Watch the network panel — zero uploads, zero third-party requests (same rule as every tool on this hub).
What is the full audit, and where do I buy it?
Nowhere on this page yet: seller accounts for audit gigs are an open blocker (line doc os/lines/aeo-geo-audits.md). The free checker + downloadable report is the whole offer until then — no waitlist, no email capture, no fake scarcity.