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AEO Audit – AI-Search Visibility Scorer
x402
AEO Audit – AI-Search Visibility Scorer is a paid API for AI agents from payai.agentstools.dev, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-15).
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.
Price / call$0.02
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Pre-launch AI visibility check
“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?”
Competitor AEO benchmarking
“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?”
Technical SEO health check for LLM era
“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?”
Technical details
Endpoint
GEThttps://payai.agentstools.dev/aeo/auditWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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