{"uid":"cap_-wxPge636UH8gbgKjmlEo","slug":"openweb-ninja-yelp-business-reviews-api-7df6ab4b","name":"OpenWeb Ninja — Yelp Business Reviews API","description":"40+ public web-data, SERP, e-commerce, real-estate, finance and AI-search APIs, payable per call over x402 (USDC on Base, Polygon, Arbitrum). No account or API key required. Most endpoints $0.003; AI-model endpoints $0.005.","url":"https://x402.openwebninja.com/yelp-business-data/business-reviews","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"required":{"type":"string"},"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","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":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_3A3cu8jHD4HHbph_VLR8Q","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Fetches customer reviews for a specific Yelp business, payable per call via x402 with no API key required","exampleAgentPrompt":"Can you pull the Yelp reviews for 'The French Laundry' in Yountville, CA so I can see what customers have been saying about it recently?","exampleUseCases":[{"title":"Restaurant reputation check before dining","prompt":"Pull up the Yelp reviews for Nobu Malibu so I can see what customers are saying about the food and service before I make a reservation."},{"title":"Competitor review analysis for local business","prompt":"Fetch the Yelp reviews for my top three local competitors — starting with 'Joe's Pizza' in Brooklyn, NY — so I can analyze what customers love or complain about most."},{"title":"Sentiment monitoring for a hotel","prompt":"Get me the latest Yelp reviews for the Ace Hotel in Los Angeles so I can track recent guest sentiment and flag any recurring complaints."}],"resultDescription":"Returns a JSON object containing customer reviews for the specified Yelp business, including review text, star ratings, reviewer names, review dates, and aggregate review metadata such as total review count and average rating.","failureModes":["Business ID or name not found on Yelp — returns empty or error response","Payment failure via x402 if USDC balance is insufficient — returns 402 status","Rate limiting or Yelp scraping blocks causing partial or no data returned","Malformed input parameters resulting in a 400-level error","Business has no reviews — returns empty reviews array"],"whenToPreferThis":"Choose this endpoint when you need Yelp-specific review data for a local business without wanting to manage API keys or monthly subscriptions. It is ideal for pay-as-you-go AI agent workflows where individual calls are infrequent but review data quality matters. Prefer this over Google Maps reviews when Yelp's review corpus is specifically relevant (restaurants, local services, hospitality). The x402 micropayment model at $0.003/call makes it cost-effective for low-volume lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:47:49.251Z","isFirstParty":false}