Walmart Search Scraper

How does Walmart Search By Keyword Scraper work?

The Walmart Search By Keyword Scraper extracts detailed product listings from Walmart based on specified search keywords. It retrieves structured data such as product names, prices, availability, ratings, and additional product information.

This Actor operates in real-time, performing live queries to Walmart’s search endpoint without using cached data, ensuring that the extracted data is current and accurate.

The extraction process involves processing an input JSON object containing an array of search queries, each defining the keyword, page, and sorting preferences. The Actor fetches product data corresponding to these parameters and delivers structured output suitable for analysis and integration.

Input data

The input data must be a JSON object with one mandatory array field named "input". Each item within this array specifies the parameters for a single product search request.

Input fields for each item:

• keyword (Required): The search keyword(s) to query products on Walmart.
• startPage (Required): The start page number of the search results to retrieve.
• endPage (Required): The end page number of the search results to retrieve.
• sortBy (Optional): The sorting method for results; valid values include "best_match", "best_seller", "price_low", "price_high", "rating_high". Defaults to "best_match".

Multiple search requests can be included and processed in a single run by providing multiple objects within the input array.

Example input

{
  "input": [
    {
      "keyword": "lego star wars",
      "page": 1,
      "sortBy": "best_match"
    },
    {
      "keyword": "wireless headphones",
      "page": 1,
      "sortBy": "price_low"
    }
  ]
}

Output data

{
  "statusCode": 200,
  "statusMessage": "FOUND",
  "keyword": "lego star wars",
  "page": 1,
  "sortBy": "best_match",
  "count": 784,
  "maxPage": 11,
  "__typename": "Product",
  "availabilityStatusDisplayValue": "In stock",
  "externalInfoUrl": "",
  "canonicalUrl": "/ip/LEGO-Marvel-Avengers-Helicarrier-Aircraft-Carrier-Model-Buildable-Super-Hero-Gift-Adults-Build-Display-Marvel-Collectible-Home-Office-D-cor-Inspired/5249449349?classType=REGULAR",
  "canAddToCart": true,
  "showOptions": false,
  "description": "LEGO Marvel The Avengers Helicarrier Building Set for Adults - Gift for Christmas - Collectible Display Set for Marvel Fans, Ages 18+ - Office or Book Shelf Decor - 76295",
  "flag": "",
  "fulfillmentBadges": [],
  "fulfillmentType": "MARKETPLACE",
  "id": "4IMNP5YE8PYD",
  "usItemId": "5249449349",
  "image": "https://i5.walmartimages.com/seo/LEGO-Marvel-Avengers-Helicarrier-Aircraft-Carrier-Model-Buildable-Super-Hero-Gift-Adults-Build-Display-Marvel-Collectible-Home-Office-D-cor-Inspired_b7ae284f-b16e-48bf-8277-0186d86a23e3.0846338165b014ada25a3d144575cb63.jpeg",
  "isOutOfStock": false,
  "name": "LEGO Marvel The Avengers Helicarrier Building Set for Adults - Gift for Christmas - Collectible Display Set for Marvel Fans, Ages 18+ - Office or Book Shelf Decor - 76295",
  "price": 56,
  "preOrder": {
    "isPreOrder": false,
    "streetDateDisplayable": null,
    "streetDateType": null,
    "releaseDate": null,
    "streetDate": null
  },
  "priceInfo": {
    "itemPrice": "$79.99",
    "linePrice": "$56.00",
    "wasPrice": "$79.99",
    "unitPrice": "",
    "shipPrice": "",
    "minPriceForVariant": "",
    "subscriptionPrice": "",
    "subscriptionString": "",
    "priceDisplayCondition": "",
    "finalCostByWeight": false,
    "submapType": "",
    "priceRangeString": "",
    "dutyFee": null,
    "linePriceDisplay": "Now $56.00",
    "wasPriceSupportText": "",
    "memberPriceString": "",
    "subscriptionDiscountPrice": "",
    "priceDisplayType": "UNKNOWN",
    "eaPricingPreText": "",
    "subscriptionPercentage": null,
    "savingsAmt": 23.99,
    "minPrice": 0,
    "savings": "SAVE $23.99",
    "subscriptionDualPrice": null,
    "eaPricingText": "",
    "isB2BPrice": false
  },
  "rating": {
    "averageRating": 4,
    "numberOfReviews": 768
  },
  "salesUnit": "EACH",
  "variantList": [],
  "isVariantTypeSwatch": false,
  "offerId": "28117429997F3715B9B6BE30C01E327C",
  "sellerId": "66656029CC6541CBADDFA17547A98DE0",
  "sellerName": "VIPOUTLET",
  "catalogSellerId": "152",
  "quickShop": null,
  "numberOfReviews": 768,
  "collectibles": null,
  "imageInfo": {
    "id": "8BCB6D14493B425ABF18C1EB31E0DD2B",
    "name": "LEGO-Marvel-Avengers-Helicarrier-Aircraft-Carrier-Model-Buildable-Super-Hero-Gift-Adults-Build-Display-Marvel-Collectible-Home-Office-D-cor-Inspired_b7ae284f-b16e-48bf-8277-0186d86a23e3.0846338165b014ada25a3d144575cb63.jpeg",
    "thumbnailUrl": "https://i5.walmartimages.com/seo/LEGO-Marvel-Avengers-Helicarrier-Aircraft-Carrier-Model-Buildable-Super-Hero-Gift-Adults-Build-Display-Marvel-Collectible-Home-Office-D-cor-Inspired_b7ae284f-b16e-48bf-8277-0186d86a23e3.0846338165b014ada25a3d144575cb63.jpeg",
    "size": "104-104",
    "allImages": []
  },
  "type": "REGULAR",
  "moqText": null,
  "specialBuy": false,
  "conditionPriceRange": null,
  "pac": null,
  "priceFlip": false,
  "buyNowEligible": true,
  "earlyAccessEvent": false,
  "preOrderBadge": null,
  "preEarlyAccessEvent": false,
  "groupMetaData": {
    "groupType": null,
    "groupSubType": null,
    "numberOfComponents": 0,
    "groupComponents": null
  },
  "plItem": {
    "isPLItemToBoost": false,
    "plItemTagString": ""
  },
  "petRx": {
    "eligible": false,
    "singleDispense": null
  },
  "pglsCondition": null,
  "preownedCondition": null,
  "promoData": [],
  "imageName": "LEGO-Marvel-Avengers-Helicarrier-Aircraft-Carrier-Model-Buildable-Super-Hero-Gift-Adults-Build-Display-Marvel-Collectible-Home-Office-D-cor-Inspired_b7ae284f-b16e-48bf-8277-0186d86a23e3.0846338165b014ada25a3d144575cb63.jpeg",
  "fulfillmentBadgeGroups": [
    {
      "text": "Free shipping, arrives ",
      "slaText": "in 3+ days",
      "isSlaTextBold": true,
      "key": "FF_SHIPPING",
      "templates": null,
      "textTemplate": null,
      "textValues": null,
      "sla": null,
      "className": "dark-gray"
    }
  ],
  "weightIncrement": 1,
  "itemStackPosition": 1,
  "shortDescription": "LEGO Marvel The Avengers Helicarrier Building Set for Adults - Gift for Christmas - Collectible Display Set for Marvel Fans, Ages 18+ - Office or Book Shelf Decor - 76295",
  "isEarlyAccessItem": false,
  "catalogProductType": "Interlocking Block Building Sets",
  "fulfillmentTitle": "title_shipToHome_not_available",
  "buyBoxSuppression": false,
  "vision": {
    "ageGroup": null,
    "visionCenterApproved": false
  },
  "badge": {
    "text": "",
    "id": "",
    "type": "",
    "key": "",
    "bundleId": ""
  },
  "blitzItem": false,
  "socialProofBadges": null,
  "sellerType": null,
  "classType": "REGULAR",
  "annualEventV2": false,
  "rewards": null,
  "isLeftSideGridItem": true,
  "seeShippingEligibility": false,
  "itemType": null,
  "topResult": null,
  "isPreowned": false,
  "imageID": "8BCB6D14493B425ABF18C1EB31E0DD2B",
  "gradingTypeCode": 1,
  "aspectInfo": {
    "name": null,
    "header": null,
    "id": null,
    "snippet": null
  },
  "externalInfo": null,
  "variantCriteria": [],
  "productLocation": null,
  "subscription": {
    "__typename": "SubscriptionData",
    "subscriptionEligible": false,
    "showSubscriptionCTA": false,
    "subscriptionTransactable": false
  },
  "isBadSplit": false,
  "salesUnitType": "EACH",
  "seeSimilar": false,
  "additionalOfferCount": 58,
  "isSponsoredFlag": false,
  "averageRating": 4.4,
  "arExperiences": {
    "isARHome": false,
    "isZeekit": false,
    "isAROptical": false
  },
  "swipeableImages": [],
  "fulfillmentSummary": [
    {
      "fulfillment": "DELIVERY",
      "storeId": "0",
      "deliveryDate": "2026-01-12T22:59:00.000Z",
      "fulfillmentMethods": [
        "UNSCHEDULED"
      ],
      "fulfillmentBadge": null,
      "outOfCountryEligible": null
    }
  ],
  "hasCarePlans": false,
  "imageSize": "",
  "promoDiscount": null,
  "modularStackKey": "b3d8a290-f7c0-42ee-92e9-cb45158a940a-0-0",
  "addOnServices": null,
  "groupsV2": [],
  "quickShopCTALabel": null,
  "availabilityInNearbyStore": null,
  "checkStoreAvailabilityATC": false,
  "eventAttributes": {
    "priceFlip": false,
    "specialBuy": false
  },
  "productIndex": 0,
  "showAtc": true,
  "similarItems": false,
  "newConditionProductId": null,
  "keyAttributes": [],
  "productAttributes": {},
  "returnPolicy": {
    "returnable": null,
    "freeReturns": null,
    "returnWindow": {
      "value": null,
      "unitType": "Day"
    },
    "returnPolicyText": null
  },
  "annualEvent": false,
  "itemBeacon": "{\"l1s\":0.0,\"l2sf\":0.0,\"src\":[\"SOLR\",\"VIP\"],\"iu\":[\"lego star wars\"],\"plb\":0}",
  "carrierDownpaymentPrice": "",
  "badges": {
    "flags": null,
    "tags": [],
    "groups": [
      {
        "__typename": "UnifiedBadgeGroup",
        "name": "fulfillment",
        "members": [
          {
            "__typename": "BadgeGroupMember",
            "id": "L1053",
            "key": "FF_SHIPPING",
            "memberType": "badge",
            "otherInfo": null,
            "rank": 1,
            "textTemplate": null,
            "textValues": null,
            "slaText": "in 3+ days",
            "slaDate": null,
            "slaDateISO": null,
            "sla": null,
            "styleId": "FF_STYLE",
            "text": "Free shipping, arrives ",
            "type": null,
            "iconId": null,
            "templates": null,
            "badgeContent": null
          }
        ]
      },
      {
        "__typename": "UnifiedBadgeGroup",
        "name": "urgency",
        "members": [
          {
            "__typename": "BadgeGroupMember",
            "id": "L1071",
            "key": "LOW_INVENTORY",
            "memberType": "badge",
            "otherInfo": null,
            "rank": 1,
            "textTemplate": null,
            "textValues": null,
            "slaText": null,
            "slaDate": null,
            "slaDateISO": null,
            "sla": null,
            "styleId": "RED_BOLD",
            "text": "Low stock",
            "type": "LABEL",
            "iconId": null,
            "templates": null,
            "badgeContent": null
          }
        ]
      }
    ],
    "groupsV2": []
  },
  "snapEligible": false,
  "conditionV2": {
    "code": 1,
    "groupCode": 1
  },
  "mhmdFlag": false,
  "showBuyNow": false,
  "showExploreOtherConditionsCTA": false,
  "availabilityStatusV2": {
    "display": "In stock",
    "value": "IN_STOCK"
  },
  "averageWeight": null,
  "category": {
    "categoryPathId": "0:4171:4186:1105635:2004957",
    "path": null
  },
  "shouldLazyLoad": false
}

How much does Walmart Search By Keyword Scraper cost?

The cost depends on the volume and scope of requests made during a run. It is recommended to perform a test run with a limited set of keywords and pages to estimate resource consumption and potential costs. This facilitates better resource planning and budgeting.

What to consider when using this Actor?

We are performing Web Crawling activities for over a decade. All our expertises are included in this Actor, this means the user of this Actor is not required to deal with any inconveniences of web scraping.

In detail it means we cover the whole lifecycle including

• Proxy Rotation: To avoid blocking and ensure uninterrupted access, the Actor includes proxy rotation capabilities.
• Geo Targeting: Requests are routed through proxies appropriate for the targeted Walmart domain to emulate valid location contexts.
• Captcha and Blocking Handling: The Actor automatically manages captchas and temporary blocking responses to maintain stable data extraction.
• Stability and Reliability: The Actor covers the full scraping lifecycle, providing a robust and reliable solution that minimizes user intervention and handles typical web scraping challenges.

Where else you can find Axesso - Data Service solutions?

Axesso provides APIs and Actors through its own API Portal and on RapidAPI. Axesso has a proven track record delivering stable services to thousands of subscribers over a period exceeding five years.

Use cases for our Axesso Actors

1. Market Research: Extract product data and competitor analysis information.
2. Price Monitoring: Track product pricing trends and changes.
3. Inventory Management: Monitor stock levels and product availability.
4. Product Catalog Management: Maintain and update product details efficiently.
5. Review Monitoring and Sentiment Analysis: Analyze customer feedback and sentiment.
6. Lead Generation: Identify potential suppliers or partners.
7. Content Aggregation and Curation: Aggregate product information for publishing or recommendation.
8. Price Comparison Websites: Collect accurate and updated pricing data.
9. Ad Campaign Optimization: Gain insights into product popularity and customer preferences.