{"uid":"cap_q_NU3f_sRNBheTTAkqiWb","slug":"thumbtack-professional-scraper-8579cbbd","name":"Thumbtack Professional Scraper","description":"Pay-per-call structured web data. Failed or empty runs are not charged.","url":"https://api.scrapeforagents.tech/v1/thumbtack?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"maxItems":{"type":"integer","default":100,"minimum":0,"description":"Stop after this many distinct professionals across all search URLs. Set 0 for no cap."},"searchUrls":{"type":"array","description":"Thumbtack instant-results URLs with a keyword or category and a five-digit ZIP code. Add locations to collect more professionals."}}},"responseSchema":{"type":"json","example":{"count":1,"items":[{"rating":null,"reviewPk":null,"avatarURL":null,"servicePk":null,"categoryPk":null,"numReviews":null,"businessName":null,"reviewQualifier":null}],"product":"thumbtack"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.06","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":"$0.06/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.06","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.06","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_IHsAmw02KbCYCb1v-FgP1","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.06","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scrapes structured data about local service professionals from Thumbtack search result pages, returning business names, ratings, reviews, and other profile details.","exampleAgentPrompt":"Can you pull up to 50 Thumbtack professionals for house cleaning in ZIP code 10001 from this search URL: https://www.thumbtack.com/k/house-cleaning/near-me/?postal_code=10001 — I want their business names, ratings, and review counts.","exampleUseCases":[{"title":"Local contractor research by ZIP code","prompt":"Find me all the top-rated electricians on Thumbtack in ZIP code 90210 — grab up to 100 of them with their business names, ratings, and how many reviews they have."},{"title":"Home services lead list generation","prompt":"I need a list of plumbers listed on Thumbtack for ZIP codes 60601 and 60614 — scrape both search URLs and cap the results at 200 total professionals with their contact and rating info."},{"title":"Competitor benchmarking for service business","prompt":"Pull all the landscaping businesses showing up on Thumbtack near ZIP code 78701, up to 75 of them, so I can see who my competition is and how their ratings compare."}],"resultDescription":"Returns a JSON object with a count of professionals found and an array of items, each containing the business name, star rating, number of reviews, avatar URL, review PK, service PK, category PK, and review qualifier for each Thumbtack professional found in the search results.","failureModes":["Empty results if the search URL returns no professionals for that ZIP or category","Invalid or malformed Thumbtack search URL causes failure (not charged)","Thumbtack page structure changes may break extraction temporarily","Rate limiting or blocking by Thumbtack may return empty results (not charged)","maxItems set to 0 returns all available results which may be very large"],"whenToPreferThis":"Use this endpoint when you need structured data about local service professionals from Thumbtack, specifically their ratings, review counts, and business names, organized by category and ZIP code. Prefer this over generic web scrapers when you need Thumbtack-specific fields like servicePk, categoryPk, and reviewQualifier already parsed out. Especially useful for lead generation, market research on local service markets, or competitive analysis of home service providers.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T00:47:25.797Z","isFirstParty":false,"canonicalSlug":"thumbtack-professional-scraper-8579cbbd"}