{"uid":"cap_hV3j-DvU_PXWD8hbqMkJ5","slug":"agent-aeo-readiness-auditor-595ee440","name":"Agent/AEO Readiness Auditor","description":"Audit a public site for agent/AEO readiness: llms.txt, well-known agent cards, x402 signals, schema.org/JSON-LD, and concrete remediation. Differentiated from cheap SEO meta checklists — focused on agent discovery and machine commerce.","url":"https://agent.kihustle.tech/services/aeo-readiness/jobs","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"url":{"type":"string","description":"Public https URL / origin to audit"},"focus":{"type":"string","maxLength":280}}},"responseSchema":{"type":"json","example":{"score":{"overall":55,"discovery":40,"x402_signals":20,"structured_data":30},"job_id":"job_example","status":"completed","service":"aeo-readiness","sources":[{"url":"https://example.com","note":"homepage"}],"summary":"AEO probe: 2/5 discovery surfaces OK; missing=/.well-known/agent.json, /llms.txt.","findings":[{"title":"Missing llms.txt","detail":"No machine-readable service index.","severity":"high"}],"next_jobs":[],"limitations":["Public GET probes only."],"generated_at":"2026-01-01T00:00:00+00:00","recommendations":[{"title":"Publish llms.txt","detail":"Add catalog of agent-callable endpoints."}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.5","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":"$0.5/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.5","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.5","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_KklTNPgqmaMT18rBDibUA","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.5","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits a public website for agent and AEO (Agent Experience Optimization) readiness, checking for llms.txt, agent cards, x402 payment signals, schema.org/JSON-LD markup, and providing concrete remediation steps.","exampleAgentPrompt":"Can you audit https://example.com for agent readiness — check if it has llms.txt, agent cards, x402 payment signals, and schema.org/JSON-LD markup, and tell me what I need to fix to make it properly discoverable by AI agents?","exampleUseCases":[{"title":"Pre-launch agent discoverability check","prompt":"Before I launch my new SaaS product at https://myproduct.io, can you audit it for agent and AEO readiness — does it have llms.txt, agent cards, and x402 signals set up correctly, and what should I fix before going live?"},{"title":"Competitor agent-readiness benchmarking","prompt":"Audit https://competitor.com for agent readiness and tell me what AEO signals they have — llms.txt, well-known agent cards, x402, schema.org markup — so I can see where they stand versus where I need to be."},{"title":"Developer remediation planning","prompt":"Run an AEO readiness audit on https://myapi.dev and give me a concrete list of what's missing — I specifically want to know about x402 payment signals, llms.txt, and any schema.org/JSON-LD gaps I need to address."}],"resultDescription":"Returns a structured audit report with presence/absence signals for llms.txt, well-known agent cards, x402 payment support indicators, schema.org and JSON-LD markup coverage, and prioritized concrete remediation steps to improve agent discoverability and machine-commerce readiness.","failureModes":["URL is not publicly accessible or returns non-200 status","Domain does not resolve or times out during crawl","Malformed or non-HTTP URL provided","Rate limiting or firewall blocks the audit crawler","Incomplete audit if the target site blocks bots/crawlers"],"whenToPreferThis":"Choose this endpoint when you need to evaluate whether a public website is ready to be discovered and interacted with by AI agents, specifically checking for agent-native standards like llms.txt, agent cards, x402, and structured data — not generic SEO meta-tag audits. Prefer this over general SEO tools when the goal is machine-readability and agent-commerce compatibility.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:49:34.654Z","isFirstParty":false}