{"uid":"cap_2RMVswK23YW5YB3DKQf7H","slug":"crowdpull-aliexpress-reviews-scraper-a4ca24f7","name":"CrowdPull AliExpress Reviews Scraper","description":"CrowdPull turns public web pages into useful datasets for marketplaces, housing, reviews, jobs, social posts, drug prices, video, and public records.","url":"https://crowdpull.click/api/actors/aliexpress-reviews-scraper/call","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"input":{"type":"object","required":[],"properties":{"url":{"type":"string","description":"Single public URL accepted by the selected source."},"urls":{"type":"array","items":{"type":"string"},"description":"Public URLs accepted by the selected source."},"query":{"type":"string","description":"Search query or keyword."},"sortBy":{"enum":["default","latest"],"type":"string","default":"default"},"location":{"type":"string","description":"City, ZIP, state, neighborhood, or source-supported location."},"maxItems":{"type":"integer","default":25,"maximum":250,"minimum":1},"productId":{"type":"string"},"startUrls":{"type":"array","items":{"type":"string"},"description":"Public source URLs to collect from."},"maxResults":{"type":"integer","default":25,"maximum":250,"minimum":1},"productIds":{"type":"array","items":{"type":"string"},"minItems":1,"description":"AliExpress product URLs or numeric product IDs."},"productUrl":{"type":"string"},"starFilter":{"enum":["all_star","5","4","3","2","1"],"type":"string","default":"all_star"},"maxListings":{"type":"integer","default":25,"maximum":250,"minimum":1},"searchQuery":{"type":"string","description":"Search query or keyword."},"includeImages":{"type":"boolean","default":false},"includeDetails":{"type":"boolean","default":false},"includeProductStats":{"type":"boolean","default":true},"maxReviewsPerProduct":{"type":"integer","default":50,"maximum":100,"minimum":1}},"description":"AliExpress Reviews Scraper input. Pass the same public URLs, search terms, filters, and limits you would use on the source page. Extra source-specific fields are forwarded to the runner.","additionalProperties":true},"options":{"type":"object","properties":{"build":{"type":"string","maxLength":100,"minLength":1},"memory":{"type":"integer","maximum":8192,"minimum":128},"waitForFinishSeconds":{"type":"integer","default":10,"maximum":60,"minimum":0}},"description":"Optional CrowdPull job options. CrowdPull caps each paid job so low-cost agent calls cannot accidentally start a large collection.","additionalProperties":false}}},"responseSchema":{"type":"json","example":{"type":"object","required":["token","job"],"properties":{"job":{"type":"object","required":["id","status"],"properties":{"id":{"type":"string"},"status":{"type":"string"},"resultSetId":{"type":"string"}},"additionalProperties":true},"token":{"type":"string"}},"additionalProperties":false}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ilYmrPrwhN_ZHgW1X1cKM","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scrapes and returns customer reviews for AliExpress products, with optional star filters, images, and product stats","exampleAgentPrompt":"Can you pull up to 50 customer reviews for this AliExpress product — https://www.aliexpress.com/item/1005006789012345.html — filtering to only 5-star reviews, and include product stats?","exampleUseCases":[{"title":"Supplier vetting via customer feedback","prompt":"I'm considering sourcing from this AliExpress seller — can you grab the last 100 customer reviews for https://www.aliexpress.com/item/1005003456789012.html, include product stats, and flag any patterns in negative feedback so I can decide if they're reliable?"},{"title":"Competitor product sentiment analysis","prompt":"Can you scrape all available reviews for this competing product on AliExpress — https://www.aliexpress.com/item/1005001234567890.html — and give me a breakdown of what customers love and complain about most, including star rating distribution?"},{"title":"Curate photo reviews for marketing","prompt":"I need real customer photo reviews for this AliExpress listing — https://www.aliexpress.com/item/1005007654321098.html — can you pull reviews that include images, filtering to 4 and 5 stars only, so I can use them as social proof on our product page?"}],"resultDescription":"Returns a job token and job object containing an ID, status, and resultSetId. The agent must poll or retrieve the result set separately to get the actual review records, which include reviewer text, star rating, date, and optionally images and product-level statistics.","failureModes":["Invalid or non-public AliExpress product URL returns an error or empty result","Product ID not found on AliExpress results in empty dataset","maxReviewsPerProduct exceeds 100 — capped at maximum","AliExpress rate-limiting or anti-bot measures may cause partial results","Job times out if waitForFinishSeconds is too low for large review counts","Payment failure (402) if USDC balance insufficient"],"whenToPreferThis":"Choose this endpoint when you need structured review data from AliExpress specifically — star ratings, review text, reviewer metadata, and product statistics — especially for competitive research, sentiment analysis, or supplier vetting. Prefer over generic scrapers when AliExpress-specific fields like star filters and product stats are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:54:54.290Z","isFirstParty":false}