AEO Page Auditor: score any page for AI answer engines.
Score how extractable your page is for AI answer engines across 6 AEO categories.
Readable is not the same as extractable.
AI search engines like ChatGPT, Perplexity, and Google AI Overviews do not just read your content. They extract specific data points, definitions, and structured elements. This tool scores how extractable your page is across 6 AEO categories.
What we check.
6 checks, each with a plain-English reason it matters. Every one maps to a line in the report.
Speakable Schema
Does your Article JSON-LD include SpeakableSpecification? Do the CSS selectors target real page elements?
Answer-First Structure
Single H1, valid heading hierarchy, question-format H2s, and concise definition paragraphs under each heading.
Structured Data Quality
Article completeness (author, dateModified, publisher), Organization sameAs, FAQPage, BreadcrumbList, and entity-linked knowsAbout.
Data Extractability
HTML tables, ordered lists, StatBlock data callouts, and external source citations that AI engines can directly extract.
Content Freshness
dateModified in schema, Last-Modified HTTP headers, and recency signals that affect AI re-crawl frequency.
Entity Authority
Organization sameAs links, Person credentials, DefinedTerm references, and OpenGraph/Twitter Card meta tags.
How We Score (100 Points Total)
Your AEO score measures how extractable your page is for AI search engines. Each category targets a specific aspect of answer engine citation readiness. For what a good score looks like against real audit data, read AEO Score Explained.
Built on our own research
The scoring rubric comes from auditing our own posts for answer engines and watching which ones got cited. Every criterion maps to something we changed on pixelmojo.io and measured.
Want the full picture across four AI engines?
Radar orchestrates 13 AI visibility audits in staged batches: crawl access, llms.txt, structured data, brand citations, and more. It then surfaces cross-tool conflicts and ships a prioritized action plan for your domain.
Run it on your page. See what AI can read.
One-time $5, no subscription, report on this page. When you want the whole picture, Radar runs all 13 audits in one pass.