Sam's Club Product/Reviews Scraper 🛒 ## 🔍 Overview Sam's Club Product/Reviews Scraper is a powerful tool that extracts detailed product information from Sam's Club search results, or scrape the reviews of product. It enables you to gather comprehensive product data for market research, price monitoring, and competitive analysis. ## ✨ Features - 🔎 Scrapes products from any Sam's Club search URL, or scrapes reviews of product from any product URL - 💰 Captures current prices, discounts, and savings - 📦 Retrieves detailed product information including descriptions, specifications, and SKUs - ⭐ Extracts ratings and review counts - 📊 Monitors inventory status and availability - 🏷️ Collects product categories and badges - 🚚 Includes shipping and delivery information - 🔄 Handles pagination automatically ## 🎯 Use Cases - Price monitoring and competitive analysis - Market research and trend analysis - Product availability tracking - Inventory monitoring - E-commerce data aggregation - Retail analytics ## 💡 Input Parameters - searchUrls: Array of Sam's Club search URLs to scrape - productUrls: Array of Sam's Club product URLs to scrape product reviews - maxItems: Maximum number of products to scrape (default: 100) - proxyConfiguration: Optional proxy settings for enhanced reliability ## 📊 Output The actor provides detailed product data in JSON format, including: - Product identifiers and basic information - Pricing details and promotional offers - Complete product descriptions - Category information - Review metrics - Inventory status - Shipping options - Manufacturer details ## 💪 Advantages - Reliable and efficient scraping - Automatic retry mechanism - Respects rate limits - Regular updates and maintenance - Detailed documentation ### Input Example A full explanation of an input example in JSON. json { "searchUrls": [ "https://www.samsclub.com/s/coffee" ], "maxItems": 70 } OR scrape reviews like this: json { "productUrls": [ "https://www.samsclub.com/p/members-mark-premium-baby-diapers-sizes-newborn-7/P990384130?xid=plp_product_3" ], "maxItems": 70 } ### Output sample The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above: And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML. json [ { "searchUrl": "https://www.samsclub.com/s/coffee", "scrapedAt": "2025-02-08T08:45:35.838Z", "product": { "productId": "prod22212247", "productType": "NORMALITEM", "productBadge": { "title": "Instant Savings", "backgroundColor": "#b00000", "textColor": "#ffffff" }, "descriptors": { "name": "Starbucks Dark French Roast Ground Coffee, 40 oz.", "productdescription": "Starbucks Dark French Roast Ground Coffee, 40 oz." }, "category": { "categoryId": "1494", "seoUrl": "/b/ground-coffee/1494", "name": "Ground Coffee" }, "assets": { "template": "/shop/product/templates/samsShop_productType_typical.jsp" }, "searchAndSeo": { "keywords": "Torani French Vanilla Syrup (750 mL),prod24012701,980238892,Torani", "name": "starbucks-dark-french-roast-ground-coffee-40-oz", "url": "/p/starbucks-dark-french-roast-ground-coffee-40-oz/prod22212247" }, "shippingOption": { "info": "Standard<br>Shipping not available to Alaska, Hawaii or Puerto Rico" }, "manufacturingInfo": { "model": "011087561", "brand": "Starbucks", "additionalInfo": "For additional questions or concerns regarding this product, please contact the Manufacturer's Customer Service Department at 1.800.782.7282" }, "reviewsAndRatings": { "numReviews": 3335, "avgRating": 4.7391, "avgRecommended": 0.37, "isEligibleForAskAndAnswer": true }, "skus": [ { "skuId": "sku22766501", "productId": "prod22212247", "onlineOffer": { "productId": "prod22212247", "unitofMeasureUnitPrice": "OZ", "gtin": "76211129297", "id": "prod22212247_sku22766501_6279", "inventory": { "status": "AVAILABLE", "availableTotalQty": 501, "availableToSellQuantity": 501, "qtySold": -1, "qtyLeft": -1 }, "itemNumber": "980107450", "mdsFamId": "53992285", "offerStatus": "PURCHASABLE", "onlineOfferProperties": [ "MERCHANT_AUTHORIZED", "TAX_EXEMPT", "IS_ACTIVE", "AIR_SHIPPABLE", "DISCOUNT_INDICATOR", "UNIT_PRICE_ITEM" ], "price": { "type": "FIXED", "finalPrice": { "amount": 13.98, "currency": "USD" }, "startPrice": { "amount": 18.98, "currency": "USD" }, "priceStatus": "ACTIVE", "priceDisplayOption": "SHOW", "savings": { "savingsAmount": 5, "memberLimit": 0, "membershipLimit": 0, "householdLimit": 5, "startDate": "2025-01-29T06:00:00Z", "endDate": "2025-02-24T05:59:59Z", "memberPromotions": [ { "type": "INSTANT_SAVINGS", "couponValue": 5, "popupMessage": "Instant Savings is subject to availability, valid dates, and a limit of 5 items per member. Additional purchases may be made at full retail price, unless otherwise restricted. See <a href=\"https://www.samsclub.com/content/terms-and-conditions?xid&#61;see-terms-conditions#instant-savings\" rel=\"nofollow\">program details</a>.", "longMessage": "Offer ends February 23", "endDateShortMessage": "Ends Feb 23", "expiryDateMessage": { "message": "Ends Feb 23", "contentType": "html" }, "limitMessage": { "message": "Limit 5", "contentType": "html" }, "ipmMessage": { "text": "$5 off", "price_to_show": "DiscountedPrice" }, "shortMessage": "$5 off", "minCorePurchaseQt": 1, "startDate": "2025-01-29T06:00:00Z", "endDate": "2025-02-24T05:59:59Z" } ] }, "unitPrice": { "amount": 0.35, "currency": "USD" } }, "status": "A", "sellQtyUnitofMeasure": "OZ", "offerLogistics": { "packSizeUnitPrice": 40 }, "isSNAPEligibleInd": "Y", "inventorySourceNetwork": "OWNED", "skuId": "sku22766501", "clubId": 6279, "offerId": "prod22212247_sku22766501", "isFBTEligible": true, "productBadge": { "title": "Instant Savings", "backgroundColor": "#b00000", "textColor": "#ffffff" }, "recommendedDisplayOffer": true }, "descriptors": { "name": "Starbucks Dark French Roast Ground Coffee, 40 oz.", "longDescription": "Starbucks Dark French Roast Ground Coffee (40 oz.) is a delicious, aromatic blend that is made for coffee-lovers everywhere. Its rich taste offers a light body and low acidity, which is what makes it a great coffee to start every morning thanks to its intense and smoky flavor. What's the Best Way to Store Starbucks Dark French Roast Ground Coffee? Ground coffee is considered a perishable item, which means you need to take care when storing it. Once you've opened your bag of Starbucks French Roast you should immediately transfer it to an airtight container to prolong its shelf life for as long as possible. No need to refrigerate it, just keep it at room temperature and away from bright natural light. How Do I Brew Starbucks Dark French Roast Ground Coffee? Brewing Starbucks coffee is simple and the instructions are printed directly on the bag for easy reference. The simple answer is that you should brew two tablespoons of ground coffee for every six fluid ounces of water. This should result in the ideal blend and a coffee that strikes the perfect balance of flavors. If you prefer a darker, stronger brew you can add more coffee per pot. Alternatively, for a milder cup of coffee use fewer grounds or add more water. What are Some Drinks You Can Make with Starbucks Dark French Roast? This Starbucks French Roast is delicious all by itself, but there are a number of different drinks you can make with it. If you mix coffee with espresso, that is known as a red eye. If you'd like to try something a little more exotic there is the black tie, a drink made by combining coffee with sugar, cream, chilled black tea, orange blossom, tamarind and star anise. Adults who want a little extra kick can add several different alcohols that go great with coffee, like a shot of Irish whiskey to make an Irish coffee.<br>" }, "assets": { "image": "0076211129297_A" }, "shippingOption": { "info": "Standard<br>Shipping not available to Alaska, Hawaii or Puerto Rico", "costType": "Calculated", "flag": "freeEligible", "isAirShippable": true }, "type": "NORMAL_SKU", "fulfillmentChannels": [ "CLUB_PICKUP", "D2H" ], "merchandiseCategory": 41, "merchandiseSubCategory": 70, "manufacturingInfo": { "model": "None" }, "shippingMethods": [ "STANDARD" ], "skuProperties": [ "AVAILABLE_SEPARATELY", "AIR_SHIPPABLE" ], "status": "ACTIVE", "itemPolicies": [], "recommendedDisplayChannel": "ONLINE" } ], "expiresAt": "2025-02-08T08:45:34.264Z", "cached": true, "id": "prod22212247", "prodProperties": [ "MERCHANT_AUTHORIZED", "ELIGIBLE_FOR_ASKANDANSWER" ], "legacyProductType": "NORMALITEM", "parentCategories": [ "1494", "3620105", "3860115", "15770150", "16270605", "15740529", "4750103", "16680498" ], "status": "ACTIVE", "itemPolicies": [], "hasPromotion": true, "isOOS": false, "freeWarranty": false, "transformed": true, "messages": [ { "key": "frontcard.shipping.message", "message": "" }, { "key": "carousel.frontcard.shipping.message", "message": "" }, { "key": "backcard.shipping.message", "message": "Free for <font color=\"#0067A0\"><i><b>Plus</b></i></font> on eligible orders over $50" }, { "key": "backcard.pickup.message", "message": "Free for <font color=\"#0067A0\"><i><b>Plus</b></i></font>, free for Club on eligible orders over $50" }, { "key": "backcard.delivery.message", "message": "Free for <font color=\"#0067A0\"><i><b>Plus</b></i></font> on eligible orders over $50, $12 for Club" }, { "key": "sidesheet.shipping.upsell.title", "message": "Become a <i>Plus</i> member" }, { "key": "sidesheet.shipping.upsell.message", "message": "Free shipping on eligible orders over $50" }, { "key": "sidesheet.delivery.message", "message": "Free for <font color=\"#0067A0\"><i><b>Plus</b></i></font> on eligible orders over $50, $12 for Club" } ], "originalIndex": 0, "OnClickBeacon": "https://www.samsclub.com/midas/sams-crs/track?pos=__pos__&pgId=coffee&bt=__bt__&adUid=ddc5abbf-cf87-404b-a9fa-2a9cb5d09b98&storeId=1000&mloc=sp-search-middle&pt=search&pltfm=desktop&tax=100001_1444_1493_4040101&rdf=0&plmt=__plmt__&eventST=__eventST__&spQs=xjbkepjAGtmh6wbCugbyNB5pu9iyzYxR_yJvLerCKBNA1VVBQWsdtjUMvv59OgFp6q8mHJX25ZUUh8JJ0yO7YZYK11lvsCkGZzrMf9YPiTdqXkvy017WeRtRaRZ-PfGB", "OnBasketChangeBeacon": "https://www.samsclub.com/midas/sams-crs/track?pos=__pos__&pgId=coffee&bt=__bt__&adUid=ddc5abbf-cf87-404b-a9fa-2a9cb5d09b98&storeId=1000&mloc=sp-search-middle&pt=search&pltfm=desktop&tax=100001_1444_1493_4040101&rdf=0&plmt=__plmt__&eventST=__eventST__&spQs=xjbkepjAGtmh6wbCugbyNB5pu9iyzYxR_yJvLerCKBNA1VVBQWsdtjUMvv59OgFp6q8mHJX25ZUUh8JJ0yO7YZYK11lvsCkGZzrMf9YPiTdqXkvy017WeRtRaRZ-PfGB", "spQs": "xjbkepjAGtmh6wbCugbyNB5pu9iyzYxR_yJvLerCKBNA1VVBQWsdtjUMvv59OgFp6q8mHJX25ZUUh8JJ0yO7YZYK11lvsCkGZzrMf9YPiTdqXkvy017WeRtRaRZ-PfGB", "sellerId": "F55CDC31AB754BB68FE0B39041159D63", "isSponsored": true } }, ... ] Reviews output exmaple: json [ { "productUrl": "https://www.samsclub.com/p/members-mark-premium-baby-diapers-sizes-newborn-7/P990384130?xid=plp_product_3", "scrapedAt": "2025-06-25T06:57:30.746Z", "reviewData": { "Id": "350346674", "CID": "80dbac43-7406-510b-8c2d-8b6fd081f6de", "SourceClient": "firstquality", "LastModeratedTime": "2025-06-24T19:00:26.000+00:00", "LastModificationTime": "2025-06-24T19:00:26.000+00:00", "ProductId": "P990384130", "OriginalProductName": "Member's Mark Premium Baby Diapers, Size 4", "AuthorId": "inf4674208", "ContentLocale": "en_US", "IsFeatured": false, "TotalInappropriateFeedbackCount": 0, "IsSyndicated": true, "SyndicationSource": { "ClientId": null, "LogoImageUrl": "https://contentorigin.bazaarvoice.com/influenster/default/influenster.png", "ContentLink": null, "Name": "influenster.com" }, "TotalClientResponseCount": 0, "TotalCommentCount": 0, "Photos": [ { "Sizes": { "normal": { "Id": "normal", "Url": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86Zmlyc3RxdWFsaXR5/2935c6b6-659f-50dc-b34c-39f74a8bd13e" }, "thumbnail": { "Id": "thumbnail", "Url": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86Zmlyc3RxdWFsaXR5/9aa1e3eb-bde9-5e96-9171-070d82060af9" }, "large": { "Id": "large", "Url": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86Zmlyc3RxdWFsaXR5/413fe767-d46f-5d78-98c5-bdf204b5168f" } }, "Id": "44358590", "SizesOrder": [ "normal", "thumbnail", "large" ], "Caption": null } ], "Rating": 3, "IsRatingsOnly": false, "ModerationStatus": "APPROVED", "SubmissionTime": "2025-06-24T18:29:01.000+00:00", "ReviewText": "[This review was collected as part of a promotion.] Super cool for my baby, it barely fits him, and of course I will continue buying it, although they rub a little, but they still do their job.\nGreat desing and price", "Title": "Confortable", "UserNickname": "anahiescr_205", "AdditionalFields": {}, "CampaignId": null, "TotalFeedbackCount": 0, "TagDimensions": {}, "Cons": null, "TagDimensionsOrder": [], "AdditionalFieldsOrder": [], "ContextDataValuesOrder": [], "IsRecommended": null, "BadgesOrder": [], "SubmissionId": null, "SecondaryRatings": {}, "CommentIds": [], "TotalPositiveFeedbackCount": 0, "Videos": [], "Pros": null, "ClientResponses": [], "TotalNegativeFeedbackCount": 0, "SecondaryRatingsOrder": [], "InappropriateFeedbackList": [], "ContextDataValues": {}, "UserLocation": null, "Badges": {}, "ProductRecommendationIds": [], "Helpfulness": null, "RatingRange": 5 } }, ... ] ## Related Actors - 🛒 Costco Product Search Scraper - Extract detailed product data from Costco.com including prices, descriptions, ratings, and availability. - 🛍️ Walmart Product Scraper - Scrape product listings from Walmart.com with comprehensive details and pricing information. - 🛍️ Hobby Lobby Products 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