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a comprehensive AI Engine Optimization (AEO) audit checking whether ChatGPT, Claude, Perplexity, and Google AI can crawl, read, and cite a website, returning a score out of 100 with a prioritized fix list.","exampleAgentPrompt":"Can you run a full AEO report on notion.com — brand name 'Notion', topic 'collaborative workspace and note-taking app' — and tell me how often ChatGPT, Claude, and Perplexity mention and cite it, along with a score and fix list?","exampleUseCases":[{"title":"SaaS brand AI visibility audit","prompt":"Run a full AEO audit on linear.app — brand is 'Linear', topic is 'project management software for engineering teams' — and show me the mention rate, citation rate, and which AI engines are picking it up."},{"title":"Competitor benchmarking in AI search","prompt":"Check aeoinspector.com with brand 'AEO Inspector' and topic 'AI search optimization tools' — I want to see how we compare against competitors in ChatGPT and Perplexity answers."},{"title":"Blog content AI discoverability check","prompt":"Audit my blog at backlinko.com — brand 'Backlinko', topic 'SEO tips and link building guides' — and give me the full breakdown of how often AI engines mention and cite it, plus what to fix first."}],"resultDescription":"A structured JSON report including an overall visibility score (0–100), mention rate and citation rate across AI engines (ChatGPT, Claude, Perplexity, Google AI, etc.), per-engine stats (mentions, prompts answered, citation count), competitor share data, a plain-text summary, a link to the full hosted report, and counts of total mentions, citations, and engines that responded.","failureModes":["Invalid or unreachable URL returns an error or empty report","Brand not detectable from page yields generic brand detection fallback","Slow or bot-blocked target site may result in partial engine data","AI engine APIs may be temporarily unavailable reducing engine coverage","URLs with very little content may produce low-confidence 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Prefer this over the lightweight crawl-check sibling endpoints when you need full mention/citation rates across all major AI engines (ChatGPT, Claude, Perplexity, Google AI) and want a prioritized fix list. Best suited for marketing audits, periodic brand visibility checks, and competitive analysis rather than quick one-off crawler accessibility tests.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:32:56.050Z","isFirstParty":false,"canonicalSlug":"aeo-inspector-full-report-2f0e0d40"}