{"uid":"cap_Do6PMolguhDiiwyzMC6_4","slug":"dopaminedesk-agent-readiness-audit-ba09d5b7","name":"DopamineDesk Agent Readiness Audit","description":"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.","url":"https://ai-data-marketplace-1042299154756.us-central1.run.app/api/v1/agent_readiness_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"],"type":"string"},"queryParams":{"type":"object","required":["domain"],"properties":{"domain":{"type":"string","description":"Public hostname to audit, without a path."}},"additionalProperties":true}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","required":["success","domain","readiness_score","readiness_grade","checks_passed","checks_requested","recommendations"],"properties":{"domain":{"type":"string"},"success":{"type":"boolean"},"checks_passed":{"type":"integer"},"readiness_grade":{"type":"string"},"readiness_score":{"type":"integer"},"recommendations":{"type":"array","items":{"type":"string"}},"checks_requested":{"type":"integer"}},"additionalProperties":true}}}}},"responseSchema":{"type":"json","example":{"caveat":"This is a deterministic public-discovery audit. It does not measure model rankings, guarantee crawler inclusion, or prove agent traffic.","domain":"stripe.com","source":"live public web fetch with private-network blocking","success":true,"evidence":"[object with keys: homepage, robots_txt, sitemap, llms_txt, x402_manifest, openapi; full example in /openapi.json]","fetched_at":"2026-08-07T08:16:35.812Z","checks_passed":4,"readiness_grade":"poor","readiness_score":37,"recommendations":"[array; full example in /openapi.json]","checks_requested":12,"marketplace_metadata":"[object with keys: data_mode, billable, availability, source; full example in /openapi.json]"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.025","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":"$0.025/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.025","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.025","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_SSYi7vm0tsiDE89OwcVSZ","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.025","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits a public domain for AI-agent readiness, returning a score, grade, and actionable recommendations for improving agent/crawler discoverability.","exampleAgentPrompt":"Can you run an agent readiness audit on dopaminedesk.com and tell me the score, grade, and what I need to fix to make it more AI-crawler friendly?","exampleUseCases":[{"title":"Pre-launch AI discoverability check","prompt":"Before we go live with our new product site, run an agent readiness audit on acme-corp.com and list all the recommendations so we can fix them before launch."},{"title":"Competitive benchmark for AI readiness","prompt":"I want to compare how agent-ready my site is versus a competitor — can you audit both mysite.io and rivalsite.io and tell me their readiness scores and grades?"},{"title":"Ongoing monitoring for llms.txt compliance","prompt":"Check whether openai.com has published llms.txt and passes the standard agent readiness checks — give me the full score breakdown and any recommendations."}],"resultDescription":"Returns a JSON object with the audited domain, a boolean success flag, an integer readiness_score (0–100), a readiness_grade string (e.g. 'poor', 'fair', 'good'), counts of checks_passed and checks_requested, and an array of human-readable recommendations for improving agent discoverability (e.g. publishing /llms.txt).","failureModes":["Missing or invalid 'domain' query parameter returns an error response","Non-existent or unreachable domain may result in low scores or a failure flag","Domain with path included (instead of bare hostname) may be rejected or mis-audited","Payment not settled via x402 results in HTTP 402 and no data returned","Rate limiting or infrastructure issues may return 5xx errors"],"whenToPreferThis":"Use this endpoint when you need a structured, scored assessment of how well a public website supports AI agent discovery and crawling — especially when you want actionable, itemised recommendations. Prefer this over generic security scanners when the goal is specifically agent/LLM-readiness (e.g. llms.txt presence, crawler-friendly signals). It is also the right choice when you want a quick, pay-per-use audit without setting up a full monitoring stack.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:30:22.802Z","isFirstParty":false}