Agent Readiness and AI Discovery Audit
Run an agent security and AI discovery readiness audit for a public site, checking the manifests and files agents use to discover, understand, and purchase. Returns a deterministic score, evidence, and repair recommendations.
Preview request
The preview path is rate-limited and does not charge. It executes the live source and returns the paid response shape while withholding decision-ready values. Production requests use the same parameters and return a standard x402 challenge when no payment signature is present.
curl --request GET \ "https://ai-data-marketplace-1042299154756.us-central1.run.app/api/v1/agent_readiness_audit?preview=true&domain=example.com"
Input contract
| Parameter | Type | Required | Description |
|---|---|---|---|
domain | string | Yes | Public hostname to audit, without a path. |
Example deliverable
This is the documented response shape, not a promise that live values will match the example. The paid request returns current or declared-source results using the same contract.
{
"success": true,
"source": "live public web fetch with private-network blocking",
"fetched_at": "2026-08-07T08:16:35.812Z",
"domain": "stripe.com",
"readiness_score": 37,
"readiness_grade": "poor",
"checks_passed": 4,
"checks_requested": 12,
"evidence": {
"homepage": {
"available": true,
"valid": true,
"url": "https://stripe.com/",
"content_type": "text/html; charset=utf-8",
"bytes": 637370,
"valid_json": null
},
"robots_txt": {
"available": true,
"valid": true,
"url": "https://stripe.com/robots.txt",
"content_type": "text/plain; charset=utf-8",
"bytes": 643,
"valid_json": null
},
"sitemap": {
"available": false,
"valid": false,
"url": "https://stripe.com/sitemap.xml",
"error": "UPSTREAM_HTTP_ERROR"
},
"llms_txt": {
"available": true,
"valid": true,
"url": "https://stripe.com/llms.txt",
"content_type": "text/plain; charset=utf-8",
"bytes": 65026,
"valid_json": null
},
"x402_manifest": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/x402",
"error": "UPSTREAM_HTTP_ERROR"
},
"openapi": {
"available": false,
"valid": false,
"url": "https://stripe.com/openapi.json",
"error": "UPSTREAM_HTTP_ERROR"
},
"ai_plugin": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/ai-plugin.json",
"error": "UPSTREAM_HTTP_ERROR"
},
"mcp_server_card": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/mcp/server-card.json",
"error": "UPSTREAM_HTTP_ERROR"
},
"api_catalog": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/api-catalog",
"error": "UPSTREAM_HTTP_ERROR"
},
"ucp_manifest": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/ucp",
"error": "UPSTREAM_HTTP_ERROR"
},
"ai_txt": {
"available": false,
"valid": false,
"url": "https://stripe.com/.well-known/ai.txt",
"error": "UPSTREAM_HTTP_ERROR"
},
"security_txt": {
"available": true,
"valid": true,
"url": "https://stripe.com/.well-known/security.txt",
"content_type": "text/plain; charset=utf-8",
"bytes": 282,
"valid_json": null
}
},
"recommendations": [
"Publish /sitemap.xml so agents and crawlers can discover this site.",
"Publish /.well-known/x402 so agents and crawlers can discover this site."
],
"caveat": "This is a deterministic public-discovery audit. It does not measure model rankings, guarantee crawler inclusion, or prove agent traffic.",
"marketplace_metadata": {
"data_mode": "live_source",
"billable": true,
"availability": "operational",
"source": "live public web fetch with private-network blocking"
}
}Why this offer exists
A scored audit of the files and manifests agents use to discover and buy from a site.
Buyer searches: agent security audit, AI discovery audit, llms.txt audit, x402 readiness.
Why pay: Checks twelve live discovery and security surfaces, returns evidence for each one, and prioritizes the repairs that improve agent visibility.
Launch price: 0.025 USDC per complete paid result. The live contract proof verifies source, freshness, inputs, and response shape before a wallet is asked to pay.
Purchase decision
Buy when: the active task needs this product's structured result, its declared source and freshness are sufficient, and 0.025 USDC is within the buyer's authorized per-request limit.
Skip when: a cached result is sufficient, the source or fields do not satisfy the task, or the buyer has not authorized payment. Do not bypass wallet, budget, or user-approval policy.
Guaranteed response metadata
Every successful product response identifies how the result was produced. Product-specific output fields are documented in the paid OpenAPI contract. The preview proves the live source and field types without returning the paid values.
{
"marketplace_metadata": {
"data_mode": "live_source",
"billable": true,
"availability": "operational",
"source": "live public web fetch with private-network blocking"
}
}Agent payment flow
Fast path: install the public MCP package, configure a dedicated low-balance Base buyer wallet and a maximum per-request spend, then call this tool with auto_pay: true. The client handles the challenge, local signature, settlement, and retry in one tool call.
npx -y dopaminedesk-ai-data-marketplace-mcp
X402_AUTO_PAY=true
X402_EVM_PRIVATE_KEY=<dedicated buyer wallet key>
X402_MAX_PAYMENT_USDC=0.25
tool input: { "auto_pay": true }Manual path: request the product, read the base64 PAYMENT-REQUIRED challenge, sign with any compatible x402 v2 client, and retry with PAYMENT-SIGNATURE. A successful response includes PAYMENT-RESPONSE.