Primary product explainer

AEO audit tool for AI search readiness

Amisora’s AEO audit scans publicly reachable pages and scores how answer-ready they are — clarity of answers, extractability, entity definition, and citation-oriented structure. Use this page to understand the workflow before you run a free audit.

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Amisora AEO audit interface showing domain scan and AI visibility score cards

What the audit checks

The audit inspects on-page content and structure. It does not crawl private app areas and it does not claim to know proprietary ranking weights inside third-party AI systems.

Answerability

Whether the page states direct answers to likely questions near relevant headings.

Extractability

Whether passages, lists, and tables are structured so machines can lift clean snippets.

Citation readiness

Whether claims are specific, attributable, and framed as quotable statements.

Entity clarity

Whether products, companies, and concepts are defined unambiguously.

Ambiguity risk

Whether vague language or missing definitions could confuse an answer engine.

Brand & schema signals

Whether brand identity and machine-readable markup reinforce the page topic.

Dimension weights and signal layers are documented on the methodology page.

Audit workflow

  1. 1

    Provide a public domain or page set

    Amisora works from publicly accessible URLs and sitemaps.

  2. 2

    Pages are scored across readiness dimensions

    Each page receives dimension scores plus issue callouts tied to content structure.

  3. 3

    Review findings and suggested edits

    Recommendations describe concrete on-page changes. They are guidance for editors, not automated ranking promises.

Amisora single-page audit report with dimension scores and recommendations

What you receive

  • Page-level scores across Amisora’s readiness dimensions.
  • Issue lists highlighting ambiguous claims, weak definitions, or hard-to-extract sections.
  • Suggested rewrites where Amisora can propose clearer phrasing for editors to review.
  • Optional generated assets such as schema snippets or llms.txt drafts, when available for the scan type.

Example finding types

  • Heading asks a question but the following paragraph never answers it directly.
  • Product name appears without a one-sentence definition a model could reuse.
  • Comparison claims lack numbers, dates, or attributable sources.
  • Important steps are buried in long prose instead of an ordered list.

How to interpret the score

Treat scores as an internal readiness index for your content program. They help prioritize edits. They do not measure live citations inside ChatGPT, Perplexity, Gemini, or Google AI Overviews, and they do not guarantee future mentions.

Limitations

  • Models and retrieval systems change; readiness is not a permanent ranking factor.
  • Off-site reputation, third-party mentions, and traditional SEO still matter.
  • JavaScript-only or login-gated content may be incomplete or unscannable.
  • Suggested edits should be reviewed by a human before publishing.

AEO audit vs traditional SEO audit

SEO audits often prioritize indexation, keywords, links, and Core Web Vitals. Amisora’s AEO audit prioritizes answer passages, entity clarity, and extractable structure for generative answers. Most teams need both.

Common questions

It evaluates page content and structure for answerability, extractability, citation readiness, entity clarity, ambiguity risk, brand signals, and overall AI visibility. Results are diagnostic readiness scores, not guarantees of citations or rankings.
Traditional SEO audits emphasize crawlability, keywords, links, and SERP rankings. An AEO audit focuses on whether answer engines can extract clear passages, identify entities, and treat the page as a citable source in generated answers.
Content teams, SEO managers, founders, and agencies who publish product, documentation, or educational pages and want to understand AI search readiness before investing in broader AEO work.
Scores summarize readiness across Amisora dimensions. Higher scores mean the page is clearer and more extractable by Amisora’s model. They do not predict that ChatGPT, Perplexity, or Google AI Overviews will cite you.

Ready to scan your site?

Start with a free audit when you want results, or keep reading about visibility outcomes and ongoing monitoring concepts.

Run Free Audit