{"uid":"cap_CcfipifyH__bIrQV7_9Bc","slug":"aeo-audit-ai-search-visibility-scorer-7f956aad","name":"AEO Audit – AI-Search Visibility Scorer","description":"AI-search visibility (AEO) audit of a website for answer engines and agents. Fetches the target's own public surface and computes a composite visibility score 0-100 with a rating (poor, fair, good, excellent) across six axes: answerability, structured data, AI-crawler access, crawlability, llms.txt readiness and MCP well-known readiness, plus a prioritized list of fixes. Deterministic, no LLM. Visibility indicators, not a guarantee.","url":"https://payai.agentstools.dev/aeo/audit","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","required":[],"properties":{"url":{"type":"string","description":"Target URL to audit (e.g. https://example.com)"},"host":{"type":"string","description":"Alternative input: a hostname"},"domain":{"type":"string","description":"Alternative input: a bare domain (e.g. example.com)"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_HLZvszDS61QliixF2luJr","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Fetches a website's public surface and computes a composite AEO visibility score (0–100) across six axes—answerability, structured data, AI-crawler access, crawlability, llms.txt readiness, and MCP well-known readiness—plus a prioritized fix list.","exampleAgentPrompt":"Can you run an AEO audit on stripe.com and tell me its AI-search visibility score, how it rates across the six axes like answerability and llms.txt readiness, and what the top fixes are?","exampleUseCases":[{"title":"Pre-launch AI visibility check","prompt":"Before we launch our new SaaS product at acme.io, can you audit it for AI-search visibility and tell me its composite AEO score, how it does on structured data and AI-crawler access, and what we should fix first?"},{"title":"Competitor AEO benchmarking","prompt":"I want to compare our site's AI-search readiness against a competitor — can you run an AEO audit on hubspot.com and give me the full breakdown across all six axes with the rating and prioritized fixes?"},{"title":"Technical SEO health check for LLM era","prompt":"Can you check whether notion.so has llms.txt properly set up and is accessible to AI crawlers, and give me its overall AEO visibility score with any issues I should address?"}],"resultDescription":"Returns a composite visibility score from 0 to 100 with a categorical rating (poor, fair, good, or excellent), plus individual sub-scores and ratings for six axes: answerability, structured data, AI-crawler access, crawlability, llms.txt readiness, and MCP well-known readiness. Also includes a prioritized list of actionable fixes. All results are deterministic and computed without an LLM.","failureModes":["Target URL is unreachable or returns a non-2xx status — audit may be incomplete or fail","Invalid or malformed URL/host/domain input — returns validation error","Target blocks all crawlers including the auditor — AI-crawler access and crawlability scores may be artificially low","Timeout fetching the target's public surface — partial results or error","No input parameter provided (url, host, or domain all missing) — returns schema validation error"],"whenToPreferThis":"Choose this endpoint when you need a fast, deterministic, structured AEO health check for any public website without relying on an LLM. It is ideal for developers or SEOs who want a reproducible, multi-axis score covering AI-era signals (llms.txt, MCP well-known, AI-crawler headers) that traditional SEO tools don't assess. Prefer it over generic SEO auditors when the specific concern is AI search engine and answer engine visibility.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T12:33:40.696Z","isFirstParty":false}