# Walmart Search Scraper (`web_wanderer/walmart-search-scraper`) Actor Quick and reliable search result scraper with custom search options, fast responses, Supports both US and CA stores. - **URL**: https://apify.com/web\_wanderer/walmart-search-scraper.md - **Developed by:** [Billy](https://apify.com/web_wanderer) (community) - **Categories:** E-commerce, Automation, Lead generation - **Stats:** 25 total users, 3 monthly users, 100.0% runs succeeded, 3 bookmarks - **User rating**: No ratings yet ## Pricing $0.50 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Walmart Search Scraper [![Apify](https://img.shields.io/badge/Apify-Actor-green)](https://apify.com) [![Scrape Walmart](https://img.shields.io/badge/Scrape-Walmart-blue)](https://apify.com/web_wanderer/unofficialwalmartapi) **Ultra-fast Walmart search results scraper** - Extract product data from Walmart.com (USA) and Walmart.ca (Canada) with high efficiency. Designed for price tracking, inventory monitoring, and product research. --- ### 🚀 Key Features - **Fast performance** - **customized search** - **Fast proxies included** - **Smart Proxy rotation** --- ### ⚙️ Configuration Guide #### Basic Settings ```json { "search": [ "smart tv", "https://www.walmart.com/search?q=coffee+machines", "https://www.walmart.ca/en/search?q=smart+tv&facet=fulfillment_method_in_store%3AIn-store%7C%7Cretailer_type%3AWalmart&sort=price_low" ], "limit": 2, "region": "US", "language": "en" } ```` #### Input Parameters | Parameter | Type | Default | Description | | ------------ | ------ | ------- | ---------------------------------- | | **search** | Array | \[] | URLs/search terms (e.g., "4K TVs") | | **limit** | Number | 1 | Pages to scrape (1-60) | | **region** | String | US | `US` or `CA` | | **language** | String | en | `en` (English) / `fr` (French) | *** ### 📈 Practical Applications 1. **Price trend analysis** - Track competitor pricing 2. **Stock monitoring** - Detect inventory changes 3. **Product catalog building** - Create structured datasets 4. **Variant tracking** - Monitor size/color availability 5. **Market research** - Analyze product positioning *** ### **Is It Legal to Scrape Walmart?** Generally, scraping publicly available data like product descriptions, prices, and reviews is legal. However, always ensure you’re in compliance with Walmart’s [terms of service](https://www.walmart.com/terms-of-use). *** ### ❓ Frequently Asked Questions #### Q: What data is collected? A: Product titles, prices, SKUs, images, variants, seller info, and stock status. #### Q: How many products per page? A: Typically 40 products per search page. #### Q: Proxy requirements? A: Datacenter proxies recommended for extended runs. #### Q: Export formats? A: JSON, CSV, Excel via Apify's dataset system. #### Q: International support? A: Supports US and Canadian stores. #### Q: Need more data? A: Check out our [Products Scraper](https://apify.com/web_wanderer/unofficialwalmartapi) and our [Reviews Scraper](https://apify.com/web_wanderer/walmartreviewsapi). *** ### 📋 Output Example ```json { "similarItems": false, "id": "PRD2G4MT5ZU5YCH", "usItemId": "6GGVVPM475Y9", "name": "Samsung Direct Full Array QLED Display 4K UltraHD Smart TV - Q80B", "brand": "Samsung", "type": "VARIANT", "shortDescription": "Samsung’s Q80B truly offers the best of both worlds with its fine spectrum of visual depth and immersive sound features. The Direct Full Array delivers elite contrast and depth even in the darkest or brightest of the scenes. Lose yourself in the glorious picture as the Quantum Processor 4K smartly reads the room and adapts the colours to suit your viewing needs. The realistic ambiance created by the cinematic sound of Dolby Atmos with real top speaker channels gives your content the perfect immersive touch. Conveniently explore your favourite shows, movies and content with Smart Hub. Enjoy the true wonders of a Smart TV with the new Q80B", "weightIncrement": 1, "topResult": null, "additionalOfferCount": null, "availabilityInNearbyStore": null, "itemBeacon": null, "imageInfo": { "id": null, "name": null, "thumbnailUrl": "https://i5.walmartimages.com/asr/0e4b5c6e-2ee9-435e-85ad-832feff3f958.3b6f4ee6964ec929792d08b3fe42dd75.jpeg?odnHeight=450&odnWidth=450&odnBg=ffffff", "size": null, "allImages": [ { "id": null, "url": "https://i5.walmartimages.com/asr/0e4b5c6e-2ee9-435e-85ad-832feff3f958.3b6f4ee6964ec929792d08b3fe42dd75.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/eec7d8ae-bbd9-48be-a307-d711c979bdc1.1e8b5e0aa6286c49ae820836ebd6548d.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/c20b2174-84a1-4a3d-a551-90f2ef4b95ca.c3a1fe26c4f9e658636b5c3174393dd7.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/9b94eb82-fa2e-461a-97ee-4c934ee665b6.07d6532aa93420092a2a07ef7fed00f5.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/77faf3a8-deac-4f3f-a1e2-d91303b25183.3837a8309df8fb1649b2df667c8c26d0.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/9a08de9a-617b-42db-b3bc-c21fb516d2ef.a8512f07cc414eb498d279ed6313c5a8.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/63277a2a-f112-472f-afb3-86ff50f38577.cace8548c2ff2528674abe58167dfff4.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/1ff65307-38ec-4500-82b5-83dbd42be667.55ebe3b258bdf8df63ccb7753f80a998.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null }, { "id": null, "url": "https://i5.walmartimages.com/asr/7013658b-7135-4073-a7c1-940f5fb1d78f.5bcf553b09b8cc47549e6e3a1ffdddcb.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff", "type": null } ] }, "aspectInfo": null, "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/6GGVVPM475Y9", "externalInfo": null, "itemType": null, "category": { "path": [ { "name": "Electronics", "url": "/en/cp/electronics/10003" }, { "name": "TV & Video", "url": "/en/browse/electronics/tv-video/10003_6000188523177" }, { "name": "TVs", "url": "/en/browse/electronics/tv-video/tvs/10003_6000188523177_20049" }, { "name": "60 inch - 69 inch TVs", "url": "/en/browse/electronics/tv-video/tvs/60-inch-69-inch-tvs/10003_6000188523177_20049_30607" } ] }, "returnPolicy": { "returnable": true, "freeReturns": false, "returnWindow": { "value": 30, "unitType": "Day" }, "returnPolicyText": null }, "discounts": null, "badges": { "flags": [], "tags": [], "groups": [], "groupsV2": null }, "classType": "Regular", "averageRating": 4.1021, "numberOfReviews": 676, "esrb": null, "mediaRating": null, "salesUnitType": "EACH", "sellerId": "85010BC1377045F0B996D7A56DCD2E44", "sellerName": "DealWiz", "hasSellerBadge": false, "isEarlyAccessItem": false, "preEarlyAccessEvent": false, "earlyAccessEvent": false, "blitzItem": null, "annualEvent": false, "annualEventV2": null, "availabilityStatusV2": { "display": "Out of stock", "value": "OUT_OF_STOCK" }, "addOnServices": null, "productLocation": null, "fulfillmentSpeed": null, "offerId": "7A0BCB56875C448B8C134227439432F3", "preOrder": { "isPreOrder": false, "preOrderMessage": null, "preOrderStreetDateMessage": null, "streetDate": null, "streetDateDisplayable": null, "streetDateType": null, "releaseDate": null }, "pac": null, "fulfillmentSummary": null, "priceInfo": { "priceRange": null, "currentPrice": { "price": 841, "priceString": "$841", "variantPriceString": "$841", "priceType": "", "currencyUnit": "CAD", "priceDisplay": null }, "comparisonPrice": null, "wasPrice": null, "unitPrice": null, "listPrice": null, "savingsAmount": { "amount": null, "percent": null, "priceString": null }, "shipPrice": null, "subscriptionPrice": null, "priceDisplayCodes": { "priceDisplayCondition": null, "finalCostByWeight": false, "submapType": null, "isB2BPrice": false }, "wPlusEarlyAccessPrice": null, "subscriptionDualPrice": null, "subscriptionPercentage": null }, "variantCriteria": [ { "name": "screensize", "type": "DROPDOWN", "id": null, "displayName": null, "isVariantTypeSwatch": false, "isVariantTypeAllowed": false, "variantList": [ { "id": "screensize-75in", "images": null, "name": "75 in", "rank": 0, "displayName": null, "swatchImageUrl": null, "availabilityStatus": "NOT_AVAILABLE", "products": ["3ASO2D6N6WS3"], "selectedProduct": { "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/3ASO2D6N6WS3", "usItemId": "3ASO2D6N6WS3" } }, { "id": "screensize-65in", "images": null, "name": "65 in", "rank": 0, "displayName": null, "swatchImageUrl": null, "availabilityStatus": "NOT_AVAILABLE", "products": ["2GBRUZOG2EH3"], "selectedProduct": { "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/2GBRUZOG2EH3", "usItemId": "2GBRUZOG2EH3" } }, { "id": "screensize-55in", "images": null, "name": "55 in", "rank": 0, "displayName": null, "swatchImageUrl": null, "availabilityStatus": "NOT_AVAILABLE", "products": ["6GGVVPM475Y9"], "selectedProduct": { "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/6GGVVPM475Y9", "usItemId": "6GGVVPM475Y9" } } ] } ], "snapEligible": false, "fulfillmentTitle": null, "fulfillmentType": "MARKETPLACE", "manufacturerName": "SAMSUNG", "sponsoredProduct": null, "rewards": null, "promoDiscount": null, "arExperiences": null, "eventAttributes": null, "subscription": { "subscriptionEligible": false, "showSubscriptionCTA": false }, "hasCarePlans": null, "petRx": null, "vision": null, "showExploreOtherConditionsCTA": null, "isPreowned": null, "pglsCondition": null, "newConditionProductId": null, "preownedCondition": null, "keyAttributes": null, "mhmdFlag": false, "seeSimilar": null } ``` ### **Other Scrapers** Looking for more data extraction tools? Check out these powerful scrapers: - **[Amazon Reviews Extractor](https://apify.com/web_wanderer/amazon-reviews-extractor)** – Get up to 500 review per product with our fast, cusmized and affordable scraper. - **[Walmart Product Extractor](https://apify.com/web_wanderer/walmart-product-scraper)** – Quickly scrape Walmart product details, including prices, reviews, SKUs, stock levels, and more! - **[Walmart Reviews Scraper](https://apify.com/web_wanderer/walmart-reviews-scraper)** – Collect all available Walmart product reviews, including ratings, timestamps, and customer feedback. > 🚀 **Choose the right tool for your needs and start scraping now!** **Version**: 0.2 | **Maintainer**: WebWander [Terms of Service](https://apify.com/terms) | [Privacy Policy](https://apify.com/privacy) # Actor input Schema ## `search` (type: `array`): Enter either: • Product searches (e.g., 'Wireless headphones') • Full search URLs ## `limit` (type: `integer`): Each page contains ~40 products (1 page = quick test, 5+ pages = full analysis) ## `reg` (type: `string`): Where should we search? URLs override this setting ## `lang` (type: `string`): Display language for results (French only available for CA region) ## Actor input object example ```json { "search": [ "Smart home devices", "https://www.walmart.com/search?q=gaming+laptops", "https://www.walmart.ca/fr/search?q=appareils+ménagers" ], "limit": 2, "reg": "US", "lang": "en" } ``` # Actor output Schema ## `results` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "search": [ "Smart home devices", "https://www.walmart.com/search?q=gaming+laptops", "https://www.walmart.ca/fr/search?q=appareils+ménagers" ], "limit": 2 }; // Run the Actor and wait for it to finish const run = await client.actor("web_wanderer/walmart-search-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "search": [ "Smart home devices", "https://www.walmart.com/search?q=gaming+laptops", "https://www.walmart.ca/fr/search?q=appareils+ménagers", ], "limit": 2, } # Run the Actor and wait for it to finish run = client.actor("web_wanderer/walmart-search-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "search": [ "Smart home devices", "https://www.walmart.com/search?q=gaming+laptops", "https://www.walmart.ca/fr/search?q=appareils+ménagers" ], "limit": 2 }' | apify call web_wanderer/walmart-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=web_wanderer/walmart-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Walmart Search Scraper", "description": "Quick and reliable search result scraper with custom search options, fast responses, Supports both US and CA stores.", "version": "0.3", "x-build-id": "1lESlnaMuSk0jS6Vu" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/web_wanderer~walmart-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-web_wanderer-walmart-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/web_wanderer~walmart-search-scraper/runs": { "post": { "operationId": "runs-sync-web_wanderer-walmart-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/web_wanderer~walmart-search-scraper/run-sync": { "post": { "operationId": "run-sync-web_wanderer-walmart-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "search" ], "properties": { "search": { "title": "Search Targets", "type": "array", "description": "Enter either: \n• Product searches (e.g., 'Wireless headphones')\n• Full search URLs", "items": { "type": "string" } }, "limit": { "title": "Pages to Scrape", "minimum": 1, "maximum": 100, "type": "integer", "description": "Each page contains ~40 products\n(1 page = quick test, 5+ pages = full analysis)", "default": 1 }, "reg": { "title": "Target Region", "enum": [ "US", "CA" ], "type": "string", "description": "Where should we search? URLs override this setting", "default": "US" }, "lang": { "title": "Content Language", "enum": [ "en", "fr" ], "type": "string", "description": "Display language for results\n(French only available for CA region)", "default": "en" } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```