{"uid":"cap_KrZIKM5zgj2uRvuRngnal","slug":"openweb-ninja-google-shopping-product-reviews-1c399426","name":"OpenWeb Ninja — Google Shopping Product Reviews","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/realtime-ecommerce-data/google-shopping/product-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_pJ5d6Q9S-5nrFvy8MoZyj","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 real-time customer reviews for a specific product from Google Shopping","exampleAgentPrompt":"Can you pull the customer reviews for this product on Google Shopping — I want to see the star ratings and what people are actually saying about it before I decide whether to stock it.","exampleUseCases":[{"title":"Pre-purchase product sentiment check","prompt":"Look up the Google Shopping reviews for the Sony WH-1000XM5 headphones — I want to see the ratings and a sample of what customers are saying before I buy."},{"title":"Competitor product review analysis","prompt":"Fetch the customer reviews from Google Shopping for the Instant Pot Duo 7-in-1, I'm comparing it against our own product and want to see what buyers love or complain about."},{"title":"Dropshipping product vetting","prompt":"Pull the Google Shopping reviews for this product URL I'm considering adding to my store — I need to know the average rating and whether there are any red flags in the comments."}],"resultDescription":"Returns a JSON object containing real-time product review data scraped from Google Shopping, typically including overall star rating, total review count, individual review entries with reviewer name, rating, date, and review text body.","failureModes":["Product not found or no reviews available — empty result or null response","Invalid or missing product identifier — 400-level error","Google Shopping page structure change causing scraping failure — malformed or empty response","Rate limiting or temporary block by Google — 5xx or timeout error","Payment failure via x402 — 402 response if USDC payment not processed"],"whenToPreferThis":"Choose this endpoint when you need real-time Google Shopping product reviews without managing an API key or account. It is ideal for agents performing one-off or low-volume product research, competitive analysis, or consumer sentiment extraction at $0.003 per call with pay-per-use x402 billing. Prefer this over dedicated review APIs when you specifically need Google Shopping review data rather than Amazon or retailer-specific reviews.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T13:01:35.299Z","isFirstParty":false}