{"uid":"cap_tOHRRnHnjI1hSvvQ8R7gu","slug":"ai-website-intelligence-agent-readiness-remediation-api-4a167cd3","name":"AI Website Intelligence & Agent Readiness Remediation API","description":"Audit any website for AI Agent Readiness, MCP, llms.txt, OpenAPI, SEO, accessibility and security. Structured JSON with evidence and prioritized fixes.","url":"https://santosautomation.com/api/audit/remediate?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"domain":{"type":"string","description":"Bare domain or origin, e.g. example.com."},"failedLayers":{"type":"array","items":{"enum":["discoverable","understandable","callable"],"type":"string"},"minItems":1},"siteDescription":{"type":"string","description":"One or two sentences on what the site is; max 1000 characters."},"existingEndpoints":{"type":"array","items":{"type":"object","properties":{"desc":{"type":"string"},"path":{"type":"string"},"method":{"enum":["GET","POST"],"type":"string"}}},"maxItems":100}}},"responseSchema":{"type":"json","example":{"access":{"mode":"x402"},"domain":"example.com","origin":"https://example.com","warnings":[],"artifacts":{"jsonLd":{"content":"<script type=\"application/ld+json\">…</script>","addresses":["understandable"],"placement":"head"},"llmsTxt":{"path":"/llms.txt","content":"# example.com\n\n> Example sells widgets.\n","addresses":["discoverable"],"contentType":"text/markdown; charset=utf-8"}},"failedLayers":["discoverable","understandable"]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_9d_kfs2wjtZb4CsVS6ib9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits a website for AI agent readiness and generates prioritized fix artifacts (llms.txt, JSON-LD, OpenAPI) targeting specific failed discoverability layers.","exampleAgentPrompt":"Can you audit example.com — it sells project management software — and generate the remediation artifacts to fix its 'discoverable' and 'understandable' AI agent readiness failures? It currently exposes a GET /projects and POST /tasks endpoint.","exampleUseCases":[{"title":"Fix AI undiscoverability for SaaS product","prompt":"My SaaS site acmehr.com — it's an HR onboarding platform — is failing the 'discoverable' and 'callable' AI agent readiness layers. Can you run a remediation audit and generate the artifacts I need to fix that? It has a POST /onboard and GET /employees endpoint."},{"title":"Generate llms.txt for e-commerce brand","prompt":"Audit shopbright.com for AI agent readiness — it's an online home goods store — it's failing the 'discoverable' layer. Give me the llms.txt and any other artifacts I need to make it findable by AI agents."},{"title":"Structured data fix for API-first startup","prompt":"Our developer tool site apiforge.dev is failing the 'understandable' AI agent readiness layer. The site helps developers build and test REST APIs. Can you audit it and generate the JSON-LD and other structured artifacts to fix that layer?"}],"resultDescription":"A structured JSON response containing the domain, origin, remediation artifacts (such as llms.txt content with path and content type, and JSON-LD markup with suggested placement), the list of failed layers each artifact addresses, and any warnings. The artifacts are ready to deploy directly to the site.","failureModes":["Invalid or unreachable domain returns an error or empty artifacts","failedLayers array is empty (minItems:1 validation failure)","siteDescription exceeds 1000 characters causing rejection","existingEndpoints array exceeds 100 items limit","Domain with no crawlable content may produce minimal or generic artifacts","Payment failure via x402 protocol blocks the request"],"whenToPreferThis":"Choose this endpoint when you need actionable, deployment-ready remediation artifacts (llms.txt, JSON-LD) rather than just an audit report — especially when you already know which AI agent readiness layers are failing (discoverable, understandable, callable) and want targeted fixes. Prefer this over generic SEO or accessibility auditors when the specific goal is making a site discoverable and callable by AI agents and LLMs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T18:37:28.693Z","isFirstParty":false,"canonicalSlug":"ai-website-intelligence-agent-readiness-remediation-api-4a167cd3"}