{"uid":"cap_OVNSG0lDu2ZQfiaGR5qUc","slug":"marketpulse-ai-visibility-probe-1fd2aadf","name":"MarketPulse AI Visibility Probe","description":"Agent-tier preview of the AI-visibility check: live pass/fail scan of the actual website — robots.txt AI-crawler blocks (GPTBot, ClaudeBot, PerplexityBot, Google-Extended + 10 more), llms.txt presence, Schema.org structured data, sitemap presence — plus a deterministic grade. No fix plan, no prioritization, no evidence rows (those are in the $0.50 full check). Any domain, any country.","url":"https://marketpulse.theaslangroupllc.com/api/market/ai-visibility-probe","method":"GET","headers":{},"bodySchema":{"type":"object","required":["domain"],"properties":{"domain":{"type":"string","description":"the website to check — bare domain, any country"}}},"responseSchema":{"type":"json","example":{"grade":"weak","probe":{"sitemap":{"present":true},"llms_txt":{"present":false},"robots_txt":{"present":true,"blocks_all_ai":false,"blocked_crawlers":["GPTBot","PerplexityBot"]},"schema_org":{"types":["Organization"],"present":true}},"upsell":{"adds":"verbatim evidence rows, prioritized GEO/AEO fix plan with exact snippets, quick wins, measurement plan","price_usd":0.5,"full_product":"/api/market/ai-visibility-check"},"reasons":["robots.txt blocks AI crawlers: GPTBot, PerplexityBot","no llms.txt"]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","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":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_wu4Zel-Cgz7ctIJvfiJsn","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Live scan of a website's AI-crawler accessibility, returning pass/fail checks for robots.txt blocks, llms.txt presence, Schema.org structured data, and sitemap — with a deterministic grade.","exampleAgentPrompt":"Can you do a quick AI visibility probe on acmecoffee.com — I want to know if any AI crawlers like GPTBot or ClaudeBot are being blocked in robots.txt, whether llms.txt exists, and get an overall grade?","exampleUseCases":[{"title":"Pre-launch AI discoverability check","prompt":"Before we go live with our new site at greenleaforganic.com, can you scan it for AI visibility — check if any bots like GPTBot or PerplexityBot are blocked in robots.txt and whether we have llms.txt and structured data in place?"},{"title":"Client site audit for AI crawler access","prompt":"I'm reviewing a client's website at brightsmiledentalnyc.com — can you run the AI visibility probe and tell me if AI crawlers are being blocked, if llms.txt is present, and what grade it gets?"},{"title":"Competitor AI visibility benchmark","prompt":"Run an AI visibility scan on riverpathfitness.com so I can see if they're blocking AI crawlers like ClaudeBot or Google-Extended, whether they have Schema.org structured data, and how their grade compares to what we'd expect."}],"resultDescription":"Returns pass/fail results for each AI-visibility signal checked (robots.txt blocks for 13+ named AI crawlers including GPTBot, ClaudeBot, PerplexityBot, Google-Extended; llms.txt file presence; Schema.org structured data; sitemap presence), plus a deterministic overall grade. Does not include fix recommendations, prioritization, or detailed evidence rows (available in the full check at $0.50).","failureModes":["Invalid or unreachable domain — endpoint cannot fetch the site's robots.txt or homepage","Domain returns non-standard robots.txt format — may produce incomplete crawler block detection","Network timeout on live website fetch — scan may fail or return partial results","Malformed domain input — missing TLD or invalid characters cause request failure"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.25) pass/fail snapshot of a website's AI-crawler accessibility without requiring a full actionable audit. Ideal for triage, benchmarking many domains, or checking whether a site is fundamentally visible to AI assistants before investing in deeper analysis. Use the full check ($0.50) when you need fix recommendations and prioritized evidence.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:43:28.117Z","isFirstParty":false}