AEO ENGINE FREE TOOL

AEO Audit Tool: Check Per-Page AI Citation Readiness

An AEO audit tool checks whether a specific page can be crawled by AI bots, parsed into clean sections, understood as a distinct entity, and quoted as evidence. The AEO Engine audit scores five dimensions per page and returns an impact-ranked fix list, so you know which page to fix first.

Most site auditors stop at broken links, title tags and Core Web Vitals. AI answer engines make a different decision about your page: can they retrieve it, resolve who is speaking, extract a self-contained passage, and trust it enough to cite? Those are the five dimensions this audit scores, and it samples representative pages so you see systemic patterns rather than one-off URL failures.

The five per-page checks the free AEO audit runs
DimensionWhat is checked on the pageWhy it blocks a citation
AI crawl accessrobots.txt and meta directives for GPTBot, ClaudeBot, PerplexityBot and Google-Extended, plus sitemap inclusion and canonical resolutionIf the bot cannot fetch the page, nothing else on this list can help
Schema coverageFAQ, HowTo, Organization, Article and BreadcrumbList markup, and whether each block matches visible textStructured data that contradicts the page gets discounted
Semantic structureAnswer blocks near the top, heading hierarchy, topic clusters and internal linksUnstructured pages give the model no clean passage to lift
Entity clarityBrand, product, category, author and proof signals, plus sameAs resolutionAmbiguous entities get merged with a competitor or dropped
Citation-worthinessOriginal statistics, examples, definitions and quotable evidencePages that only restate consensus have nothing worth citing

Checks reflect the free AEO Audit Tool at aeoengine.ai/aeo-audit-tool, run 3 Nov 2026.

Who this tool is for: Use this tool when you need a one-off visibility audit after an algorithm change, when you suspect a template or robots rule is blocking AI crawlers sitewide, or when you are evaluating AEO agencies and want an independent baseline before committing budget.

What this tool measures

  • AI crawler access (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) and robots.txt directives
  • Structured data completeness and schema quality across Organization, WebPage, FAQ, Product, Article, BreadcrumbList types
  • Entity clarity: brand, product, service, author, location, and sameAs resolution
  • Answer-ready content: specificity, heading hierarchy, FAQ coverage, comparison coverage, evidence and proof sections
  • Citation eligibility signals: trustworthiness, freshness, source uniqueness, and competitive differentiation

How it works

  1. Submit your website URL
  2. The tool scans five dimensions: crawl access, schema, semantic structure, entities and citation signals
  3. Review the radar and per-dimension scores
  4. Get an impact-prioritised punch list tied to each dimension
  5. Execute fixes internally or have AEO Engine ship them

Why it matters for AI search and revenue

A page can rank on page one of Google and still be invisible to AI answer engines. If bots cannot crawl the source page, structured data is missing, entities are unresolved, or content lacks the specificity a model needs, your brand will not be cited no matter how well it ranks. The audit exposes the blockers between ranking and being recommended.

How AEO Engine executes beyond the tool

AEO Engine converts audit findings into shipped fixes: schema implementation at scale, answer-block content creation, robots.txt and llms.txt corrections, internal linking architecture, comparison and VS pages, entity resolution through sameAs alignment, and recurring AI-visibility monitoring. The audit is the diagnosis; we deliver the cure.

Use cases and examples

  • Discover which high-value pages lack FAQ or HowTo schema, and what to add
  • Identify robots.txt rules unintentionally blocking AI crawlers from your best content
  • Find pages where entity signals conflict across your site and third-party profiles
  • Compare structured data coverage against competitors who already earn AI citations
  • Turn a technical finding into a developer-ready brief with expected impact

Comparison and alternatives

Standard site auditors (Semrush Site Audit, Ahrefs, Screaming Frog) flag broken links, missing title tags, and Core Web Vitals. The AEO Audit Tool evaluates a different layer: whether individual pages are citation-ready for ChatGPT, Perplexity, Gemini and Google AI Overviews. It complements a technical SEO crawl rather than replacing it.

FAQ

Is there an AEO audit tool that checks per-page AI citation readiness?

Yes. The AEO Engine audit scores five dimensions per page: AI crawl access, schema coverage, semantic structure, entity clarity and citation-worthiness. Each dimension maps to a specific reason an answer engine would skip the page, and the output ranks fixes by impact rather than listing everything as equally urgent.

Are there specific site audits for answer engine optimization?

Generic SEO crawlers cover crawlability and on-page basics, but they do not score entity resolution or whether a page contains a citable passage. An AEO-specific audit has to check AI bot access rules, schema-to-visible-text agreement, and the presence of original evidence. This tool isolates those signals.

Does the audit score individual pages or the whole site?

It scores representative pages across the domain and reports patterns. That distinction matters: a missing FAQ block on one page is a page fix, while the same gap on every template is a deployment fix. The report separates the two so you do not rebuild 400 URLs by hand.

How do I run a one-off visibility audit after an algorithm change?

Run the audit on the same URL set you baselined previously, so the delta is comparable. Look first at crawl access and canonical changes, because a core update often coincides with rendering or indexing shifts; then at entity and citation signals. Re-check within two to four weeks of shipping fixes.

Is there a free AEO grader to check my site?

Yes, this audit is free to run. You submit a domain and verify a business email before the full report is generated. The scores, radar and prioritised punch list are included; managed remediation is a separate paid service.

How do I audit brand presence in AI answer engines?

Two layers. First, page readiness, which is what this tool scores. Second, actual presence, which requires running real buyer prompts through each engine and recording whether your brand appears, in what position, and which sources are cited instead. Presence without readiness is luck; readiness without presence tracking is guesswork.

Next step

Free AEO audit tool that scores per-page AI citation readiness: crawler access, schema, entity clarity, answer structure and citation proof.

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