## Learn More #### What data can you obtain using the Walmart scraping tool? With this scraping tool, you can obtain the following data from Walmart: Product URL, product price, SKU (Stock Keeping Unit), currency used for the price, GTIN (Global Trade Item Number), object with star rating distribution for popular reviews, array of product-related pages, product brand, associated category ID, number of product reviews, product description, unique product identifier, product name, review tags related to the product, URL of the associated category, category name, associated tags, product main image, overall product rating, unit price, measurement unit, product location in the aisle, free return information, available product sizes, available product colors, price before discount (if applicable), product seller, customer reviews, nutritional information, product ingredients (mainly for food), product condition, return eligibility, number of ratings, number of reviews, short product description, product variants, product video, product identifiers, and other related information. #### What formats can the scraping results be exported in? You can export the results in structured formats such as JSON, CSV. #### Is the data real-time? Yes, each call fetches the latest publicly available data from Walmart, ensuring the results are synchronized with the platform and do not rely on any cache, guaranteeing data freshness. ### Result This is an example of how results will look like. ```json [ { "url": "https://www.walmart.com/ip/Starburst-Pink-Yellow-Mix-Chewy-Fruit-Candy-3-lbs-Original-Strawberry-Lemon-Soft-Chew-Candies-Bulk-Family-Size-Assortment-Pack-Individually-Wrapped-4/1016450755?adsRedirect=true", "sku": "1016450755", "product_id": "1016450755", "upc": "808887055096", "gtin": "808887055096", "title": "Starburst Strawberry and Lemon Soft Chew - 3 lbs (48 oz) Family Size Pack Individually Wrapped, Pink and Yellow Mix", "breadcrumbs": [ { "name": "Food", "url": "https://www.walmart.com/cp/food/976759" } ], "category_ids": [ "0", "976759", "1096070", "1224975", "1637000" ], "seller_id": "998B87DC3D394395B74EB695596DCD79", "seller": "Uni*e*s*l*S*p*l*e*s*G*o*p* *n*.", "seller_url": "https://www.walmart.com/global/seller/2165", "specifications": [], "price_map": {}, "unit_price": null, "unit": null, "image_urls": [ "https://i5.walmartimages.com/seo/Starburst-Strawberry-and-Lemon-Soft-Chew-3-lbs-48-oz-Family-Size-Pack-Individually-Wrapped-Pink-and-Yellow-Mix_c2b49311-2151-43f8-a094-538ba3668fce.a16b9ac3fb08c9dfca1971c8cd0fdec9.jpeg", "https://i5.walmartimages.com/asr/d27d7cf5-5637-428a-b961-ccf73cc04952.a886521fc5b5c017a7420bfa64da6053.jpeg", "https://i5.walmartimages.com/asr/5da7d114-2179-4beb-84e9-db108793ad66.f07ad7c8d9c838da1bce3962c370e36a.jpeg", "https://i5.walmartimages.com/asr/23cfb941-9a80-4126-a31a-163c29ddd403.31875feb1c3d5957b12af9f7e48cc5e7.jpeg" ], "main_image": "https://i5.walmartimages.com/seo/Starburst-Strawberry-and-Lemon-Soft-Chew-3-lbs-48-oz-Family-Size-Pack-Individually-Wrapped-Pink-and-Yellow-Mix_c2b49311-2151-43f8-a094-538ba3668fce.a16b9ac3fb08c9dfca1971c8cd0fdec9.jpeg", "review_count": 0, "rating": null, "offers": [ { "seller_id": "998B87DC3D394395B74EB695596DCD79", "catalog_seller_id": 2165, "seller": "Uni*e*s*l*S*p*l*e*s*G*o*p* *n*.", "seller_display_name": "Fire Deals", "final_price": 20 } ], "badges": [], "videos": [], "model": null, "initial_price": null, "discount": null, "categories": [ "Food", "Candy", "Gummy & Chewy Candy", "Chewy Candy" ], "breadcrumb_text": "Food > Candy > Gummy & Chewy Candy > Chewy Candy", "brand_walmart_url": "https://www.walmart.com/brand/starburst/10016436", "condition": "New", "is_returnable": null, "product_identifiers": { "id": "1016450755", "model": null, "product_type_id": "chewy_candy", "upc": "808887055096", "us_item_id": "1016450755" }, "location": { "postal_code": "45011", "province_code": "OH", "city": "Hamilton", "store_id": "3502" }, "store_name": "Hamilton Supercenter", "ratings": [ { "stars": 1, "count": 0 } ], "top_reviews": { "rating": null, "count": 0, "negative": {}, "positive": {}, "review_tags": [], "customer_reviews": [] }, "related_pages": [], "variant_attribute": [], "variants": [], "product_name": "Starburst Strawberry and Lemon Soft Chew - 3 lbs (48 oz) Family Size Pack Individually Wrapped, Pink and Yellow Mix", "brand": "Starburst", "category": { "category_path": null, "root_category_url": "https://www.walmart.com/cp/food/976759", "category_url": "https://www.walmart.com/browse/food/chewy-gummy-candy/976759_1096070_1224975_1637000", "category_name": "Chewy Candy", "root_category_name": "Food" }, "description": "

UNEXPLAINABLY JUICY: Deliciously sweet and mouthwateringly tasty, this Starburst assortment includes the classic lemon and strawberry flavored chews you love!
INDIVIDUALLY WRAPPED: Each piece of candy is individually wrapped for maximum freshness and hygiene. A safe option for Halloween candy, Birthday piñatas, and candy bowls!
RESEALABLE STAND-UP BAG: Our sweet assortments are well packaged in premium quality, resealable stand up bags with a clear window, perfect to keep in your pantry for easy snacking.
PEANUT AND GLUTEN FREE: Enjoy worry free snacking for you and your kids. Every piece of candy is peanut free, gluten free, and is made in a tree nut free facility.
BULK VALUE: Our candy assortments are packaged in bulk so we can share great value with our customers. Perfect for baby showers, gender reveals, bridal showers, engagement party or wedding!

", "short_description": "Our classic candy mixed multi-pack brings full pounds of fresh, individually packed candy, including American Starbursts with the biggest assortment of colorful flavored carnival colors boxes! Offering signature flavors and classic colored candy jar assortments is really important to us. Perfect pink Starburst assortments for parties, birthday, gender reveal, wedding, Halloween handout, color candy table food buffet, piñata, Halloween, carnival, bowl of favorite candies refills, stocking stuffers, snacks or raw saltwater candy ounce add-ons, buffet, family or individual celebration, surprise piñata, businesses, good flavor snacks to bring to classroom treats, retail business favorite, multi-part favor, holiday, Easter, trick or treat sweets! We have lots of nice bite-size foil wrappers packets super gummy chews bundle full of new favors from white lemonade to berry reds to original chewy saltwater lime Frooties, with unique wrapper tropical fun-size chew bursts fav, items, and other individual wrapped candy straw babies. Our best top-rated biggest giant king-sized fresh candy gummies filler surprise factory box case plus huge bright colored jumbo bulk candy bagged Starburst American assortments American fillers bucket regular yellows lemon-filled center individual candy bites at a real cheap value, half the price of other store kit candy brands. Great as a fruity retro Amazon add-on gourmet candy single bite strawberries minis for the office, piñata, vintage fun-size mixture, tiny theater containers, birthdays, old theater boxed multipack, girls baby shower silver gift boxes, bridal shower grab items, American sampler for anytime whole candy pieces to fill candy bowl for Halloween, or as fun yellow lemons candy add-on! The cheapest, large massive hot seller discount subscribe deals and selling bundles, plus clearance supply free shipping eligible for just Prime button, Prime Pantry, clearance supplies EBT only subscribe customers! Some of our candy is also safe for certain allergies!", "free_returns": null, "sizes": [], "colors": [], "other_attributes": [], "ingredients": null, "ingredients_full": { "name": null, "value": null }, "success": true, "error_code": 200, "error": "" } ] ``` ### Dictionary | Column name | Description | Data type | |---------------------|-----------------------------------------------------------------------------|-----------| | url | URL representing the product link | Url | | final_price | Product price | Price | | sku | Stock Keeping Unit for product identification | Text | | currency | Currency used for the product price | Text | | gtin | Global Trade Item Number for product identification | Text | | specifications | Array of objects representing product specifications, each containing name and value | Array | | image_urls | Array of URLs representing product images | Array | | top_reviews | Object representing top reviews (including negative and positive reviews), each review contains rating and review text | Object | | rating_stars | Object representing the distribution of star ratings (1 to 5 stars) | Object | | related_pages | Array of pages related to the product | Array | | available_for_delivery | Boolean indicating whether the product supports delivery | Boolean | | available_for_pickup | Boolean indicating whether the product supports in-store pickup | Boolean | | brand | Text representing the product brand | Text | | breadcrumbs | Array of objects representing breadcrumb links, each containing URL and name | Array | | category_ids | Category ID associated with the product | Text | | review_count | Numeric value indicating the number of product reviews | Price | | description | Text representing the product description | Text | | product_id | Unique identifier of the product | Text | | product_name | Product name | Text | | review_tags | Tags associated with product reviews | Array | | category_url | Category URL associated with the product | Url | | category_name | Category name associated with the product | Text | | category_path | Category path associated with the product | Text | | root_category_url | Root category URL associated with the product | Url | | root_category_name | Root category name associated with the product | Text | | upc | Universal Product Code of the product | Text | | tags | Tags associated with the product | Array | | main_image | Main image of the product | Image | | rating | Overall rating of the product | Price | | unit_price | Unit price of the product | Price | | unit | Measurement unit of the product | Text | | aisle | Aisle location of the product in the store | Text | | free_returns | Free return information of the product | Text | | sizes | Available sizes of the product | Array | | colors | Available colors of the product | Array | | seller | Seller of the product | Text | | other_attributes | Array of objects representing other attributes, each containing name and value | Array | | customer_reviews | Array of objects representing customer reviews, each review contains name, title, review text and rating | Array | | nutrition_information | Nutrition information of the product | Array | | ingredients | Ingredients of the product (mainly for food products) | Text | | initial_price | Price before discount (if applicable) | Price | | discount | Discount amount or discount rate | Text | | ingredients_full | Full ingredient information | Array | | brand_walmart_url | Brand's store URL on Walmart | Url | | condition | Condition of the product | Text | | is_returnable | Boolean indicating whether the product is returnable | Boolean | | rating_count | Number of ratings | Price | | reviews_count | Number of reviews | Price | | short_description | Short description of the product | Text | | variants | Variants of the product | Array | | price | Object containing price-related information | Object | | videos | Videos of the product | Array | | product_identifiers | Identifiers of the product | Object | | store_name | Store name | Text | | store_location | Store location | Text | | retailer | Retailer | Text | | price_range | Price range of the product | Text | | availability_text | Inventory status text | Text | | promotion_fulltext | Full text of promotion information | Text | | is_available | Boolean indicating whether the product is in stock | Boolean | | seller_info | Seller information | Array | | variant_attribute | Variant attributes | Array | | breadcrumb_text | Breadcrumb text | Text | ### Input **SKU** sku Required Text Description: This parameter is used to specify the unique SKU code of the product to be scraped. **All variants** all_variations Required Object Description: This parameter is used to specify whether to collect all product variants, set to true to collect. Parameter Value:truefalse

Walmart Product By SKU