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MilliAPI AI Web Readiness Audit
x402
MilliAPI AI Web Readiness Audit is a paid API for AI agents from milliapi.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-14).
Audits a public HTTPS page for AI-agent and answer-engine readiness, returning robots.txt, llms.txt, meta tags, Open Graph, JSON-LD, and a 0-100 readiness score.
Price / call$0.005
Success—
StatusUnknown
How this service works
Tiny machine-readable APIs that AI agents can discover, pay for with x402 USDC on Base, and use instantly. Services start at $0.001 per call.
Output
A JSON object containing: a 0–100 readiness score, a verdict enum (ready/mostly_ready/needs_work/blocked), a summary string, an agentRecommendation, an array of prioritized recommendations with repair artifacts, page metadata (title, H1 count, canonical, Open Graph, JSON-LD block count, noindex flag), robots.txt and llms.txt status (HTTP status + presence), per-crawler AI access map (e.g. GPTBot allowed/blocked), a baseline token for future change detection, cache metadata, and the list of checks bundled in the call.
Example use cases
Pre-launch AI readiness check
“Before we launch our new product page at https://acme.com/product, can you audit it for AI readiness and tell me the score, any blockers, and what we need to fix first?”
Competitor AI discoverability benchmark
“Can you check how AI-ready https://competitor.com is — I want to see their readiness score, whether they have llms.txt, and how their metadata compares to best practices?”
Ongoing SEO agent monitoring
“Audit https://mystore.com/home and tell me if anything changed that would block AI crawlers — especially whether robots.txt or llms.txt is missing and what repair artifacts are available.”
Technical details
Endpoint
GEThttps://milliapi.com/api/agent-web-auditWhen to prefer
Use this endpoint when you need a single-call, comprehensive AI-readiness snapshot of a public web page — covering robots.txt, llms.txt, canonical tags, Open Graph, JSON-LD, AI crawler access, and actionable repair artifacts — without having to call separate metadata, robots, and llms.txt endpoints individually. Prefer it over individual metadata or robots.txt checks when you want a bundled score plus fix recommendations in one request.
Side effects
- Private IP or localhost URL rejected with 4xx error
- Non-HTTPS URL rejected
- Non-standard port in URL rejected
- Target page returns 5xx — audit may be incomplete or return partial data
- URL format invalid — returns validation error
- Rate limit exceeded — returns 429
- Target page unreachable — network timeout returns error response
Output
Schema · Response
{
"type": "json",
"example": {
"page": {
"title": "Example Domain",
"h1Count": 1,
"noindex": false,
"canonical": null,
"openGraph": {
"type": null,
"image": null,
"title": null,
"description": null
},
"description": null,
"jsonLdBlocks": 0
},
"cache": {
"hit": false,
"scope": "best_effort_warm_runtime",
"ageSeconds": 0,
"ttlSeconds": 600
},
"score": 45,
"target": "https://example.com/",
"product": "MilliAPI AI Web Readiness Audit",
"summary": "No blocking issue detected. Improvements are prioritized below.",
"verdict": "needs_work",
"blockers": [],
"evidence": [],
"checkedAt": "2026-09-01T00:00:00.000Z",
"discovery": {
"llmsTxt": {
"status": 404,
"present": false
},
"robotsTxt": {
"status": 404,
"present": false
}
},
"baselineToken": "<portable baseline token for future change detection>",
"checksBundled": [
"page_metadata",
"robots_txt",
"llms_txt",
"major_ai_crawler_homepage_access"
],
"recommendations": [
{
"id": "add_canonical",
"issue": "No canonical URL was detected.",
"action": "Add a canonical link element.",
"evidence": "canonical missing",
"priority": "high"
}
],
"repairArtifacts": {
"count": 1,
"artifacts": [
{
"id": "canonical_link",
"path": "<head>",
"title": "Canonical link element",
"format": "text/html",
"content": "<link rel=\"canonical\" href=\"https://example.com/\">",
"applyMode": "ready_to_apply",
"recommendationId": "add_canonical"
}
],
"fillRequired": 0,
"readyToApply": 1,
"reviewRequired": 0
},
"agentRecommendation": "improve_before_prioritizing_discovery",
"aiCrawlerHomepageAccess": {
"GPTBot": {
"reason": "No matching robots.txt group",
"allowed": true
}
}
}
}Tags
x402
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