{"uid":"cap_c0AcQrLVjYV3tiNHJvyNs","slug":"anyapi-yelp-reviews-scraper-85c735c3","name":"AnyAPI Yelp Reviews Scraper","description":"1,200+ scraping and data APIs behind one key. Pay per request in real dollars. No subscriptions, nothing monthly, nothing to cancel.","url":"https://api.getanyapi.com/v1/run/yelp.reviews","method":"POST","headers":{},"bodySchema":{"type":"object","title":"Yelp search input","example":{"limit":5,"query":"pizza","location":"Chicago, IL"},"required":["query","location"],"properties":{"limit":{"type":"integer","maximum":20,"minimum":1,"description":"Maximum number of results to return (1 to 20, default 20)."},"query":{"type":"string","description":"Search term or category to look for (e.g. sushi)."},"location":{"type":"string","description":"City and state defining the search area (e.g. San Francisco, CA)."}},"additionalProperties":false},"responseSchema":{"type":"json"},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.031","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"unknown","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":"$0.031/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.031","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.031","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_HmVNUS4cjXtMB5WKzjKMn","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.031","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scrapes and returns reviews for a Yelp business listing, pay-per-request with no subscription required","exampleAgentPrompt":"Can you pull me the Yelp reviews for Joe's Pizza in New York City so I can see what customers are saying about the food and service?","exampleUseCases":null,"resultDescription":"Returns a JSON object containing an array of Yelp reviews for the specified business, including review text, star ratings, reviewer names, review dates, and potentially aggregate rating data.","failureModes":["Business not found on Yelp — returns error or empty result","Invalid or missing business identifier — returns 4xx error","Yelp anti-scraping measures triggered — returns failure or partial data","Payment insufficient or wallet not funded — transaction rejected before execution","Rate limit exceeded — returns 429 or equivalent error"],"whenToPreferThis":"Use this endpoint when you need Yelp review data on-demand without committing to a monthly subscription. Ideal for AI agents doing one-off reputation checks, sentiment analysis pipelines, or competitive research on local businesses. Prefer over direct Yelp API when you want pay-per-use billing or when the official Yelp API lacks the data granularity you need.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T07:08:07.955Z","isFirstParty":false}