Free AEO Citation Readiness Audit
Will AI engines cite this page?
Paste a public article URL. We fetch it once, server-side, and score the signals AI search engines actually reward.
How it works
A deterministic, transparent pre-publish audit for LLM search engines.
1
Paste a public article URL
Any page on a public domain.
2
We fetch and parse it
One server-side HTTP GET, no storage; a short-lived cache avoids repeat fetches.
3
Get your readiness score + checklist
0–100 score with five pass/fail signals and concrete improvement hints.
Score bands explained
0–39 · Not ready
Major structure signals missing.
40–69 · Partially ready
Some foundations; fill the gaps.
70–100 · Citation-ready
Strong structure for AI search engines.
Frequently asked questions
Five signals: llms.txt on the domain, question-shaped headings, direct 40–60 word answers, Article/FAQPage schema, and data density (tables, lists, numbers).