4.6 out of five star rating on Trustpilot

Walmart Scraper API

Name: Bright Data
Rating: 4.6 (1015 reviews)

Scrape Walmart and collect data such as product ID, URL, title, brand, category, initial price, final price, discount, currency, availability, seller name, ratings, review count, best-seller rank, and images.

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5K free records/month · Credit card not required

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Pick a Walmart scraper and call it. Every Walmart scraper lists its output fields, delivery volume, and live success rate.

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Records per month: 5K

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Talk to sales

Volume discounts
Account manager
Premium SLA
Priority support
SSO

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Residential proxy bandwidth

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Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.walmart.com/ip/Hershey-s-Kit-Kat-And-Reese-s-Assorted-Flavored-Candy-Party-Pack-33-38-oz/466623588?athbdg=L1600\u0026adsRedirect=true","zipcode":""},{"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","zipcode":""}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l95fol7l1ru6rlo116&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.walmart.com/ip/Hershey-s-Kit-Kat-And-Reese-s-Assorted-Flavored-Candy-Party-Pack-33-38-oz/466623588?athbdg=L1600\u0026adsRedirect=true","zipcode":""},{"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","zipcode":""}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_l95fol7l1ru6rlo116&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l95fol7l1ru6rlo116&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.walmart.com/ip/Hershey-s-Kit-Kat-And-Reese-s-Assorted-Flavored-Candy-Party-Pack-33-38-oz/466623588?athbdg=L1600\u0026adsRedirect=true","zipcode":""},{"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","zipcode":""}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "timestamp": "2026-10-28",
    "url": "https:\/\/www.walmart.com\/ip\/NEW-AGE-Glucosamine-Chondroitin-MSM-Turmeric-Curcumin-Collagen-Hyaluronic-Acid-Omega-3-Joint-...",
    "final_price": 29.95,
    "sku": "20802350584",
    "currency": "USD",
    "gtin": "850069640576",
    "specifications": null,
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/NEW-AGE-Glucosamine-Chondroitin-MSM-Turmeric-Curcumin-Collagen-Hyaluronic-Acid-Omega-3-...",
      "https:\/\/i5.walmartimages.com\/asr\/79fc1f5b-1d5c-471f-9deb-920c475d2c75.18529e85739a6310984042ca4d9366ae.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/85a7a4b2-ad00-4222-975d-fbea2e4e55e7.1b456904da1c07a115900900ebdafb33.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/6a0fb422-02d0-471e-8823-5d9eafdee06f.9ad9278d6f1ed1f9238521d07ed56919.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/09df4f54-18e3-44b3-9405-04519ed79459.2f59ed800c06bdb3184ca3d2f981efe9.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/9569ecf7-f96b-4dfa-8403-0ae96daacd9a.2e4450548b7695ea5622e6e65cf9de66.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/ba62fa3f-98fe-430a-adb8-448e61e52b69.3be9388b9145bec0f12f53a7f6953c64.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/b83e4324-95b5-4361-8799-5503b70c3b95.bb081a4c868d72e26eed2b99ccdb133c.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-28",
    "url": "https:\/\/www.walmart.com\/ip\/Forever-21-Women-s-Navy-Loungewear-Hoodie-Sweatshirt-Oversized-Fit-S\/20598671399",
    "final_price": 17.99,
    "sku": "20598671399",
    "currency": "USD",
    "gtin": "622793979426",
    "specifications": [
      {
        "name": "Clothing size",
        "value": "S"
      },
      {
        "name": "Sweatshirt \u0026 hoodie type",
        "value": "Hoodie"
      },
      {
        "name": "Color",
        "value": "Blue"
      },
      {
        "name": "Brand",
        "value": "Forever 21"
      },
      {
        "name": "Clothing size group",
        "value": "Juniors"
      },
      {
        "name": "Gender",
        "value": "Female"
      },
      {
        "name": "Fastener type",
        "value": "Pull-On"
      },
      {
        "name": "Color category",
        "value": "Blue"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Forever-21-Women-s-Navy-Loungewear-Hoodie-Sweatshirt-Oversized-Fit-S_30e6dbd8-13bd-424e...",
      "https:\/\/i5.walmartimages.com\/asr\/57a2f2e8-6f7c-4d86-816a-181721edfa10.a82e8217063cea3b53a8fbb12b278ac5.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/41c22abe-d371-4a83-a315-f8ef6095a2d0.fa7e9d9dc24ca3d56a9c62da11410215.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/d2ccdf8a-6e7c-4a6c-b890-2c1d7984b2df.7979be51ac4d55f645450081ecaaca98.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/99b1dc7b-69e4-4d82-ac12-d31b97d85302.658a2d7445699f683bf5fb1164777a84.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/5256765d-a334-43d2-bba4-c615038ed939.6b6710cdc33741c2394e5067f28d9b1d.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-28",
    "url": "https:\/\/www.walmart.com\/ip\/Eno-SuperNest-Hammock-Heather-Olive\/217572017",
    "final_price": 399.95,
    "sku": "217572017",
    "currency": "USD",
    "gtin": "811201019438",
    "specifications": [
      {
        "name": "Hammock type",
        "value": "Camping Hammocks"
      },
      {
        "name": "Material",
        "value": "Polyester"
      },
      {
        "name": "Rec. use",
        "value": "Outdoor"
      },
      {
        "name": "Has stand",
        "value": "N"
      },
      {
        "name": "Color",
        "value": "Green"
      },
      {
        "name": "Features",
        "value": "All-Weather"
      },
      {
        "name": "Brand",
        "value": "Eagles Nest Outfitters"
      },
      {
        "name": "Accessories",
        "value": "No"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Eno-SuperNest-Hammock-Heather-Olive_ebe87770-68fe-40cf-aed9-27fb9dacf5e6.6b918d1e3c9408...",
      "https:\/\/i5.walmartimages.com\/asr\/96b87c94-f76b-43b1-805f-398afb7e5337.98f5a0c4872faa8b5551fc374bb02dea.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/9afabcf8-f4a1-4138-91e5-ae49b8c31471.dff23e5edd71d6a54f9c47cc20a202ed.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7c1d14c1-550d-467f-a1d5-3d514e2f562d.9163aaed7ba6f9b4e1667d5f3b9a7be2.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7c460288-655d-4535-a924-37c2abc967d3.e014cad4e6bb508ed5f5858a21240023.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/ed5eed80-2ea4-49fd-ab9b-505626ba3c87.b9c0a529e8eaec4013ececcdc9ecae19.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/24dfad27-5539-47cc-a65c-919fcaed7560.8f85fffd70c06d204c53beffa9278c50.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/4649bc02-b0ee-4146-aa24-0a4032cb240e.978865281b4135a097e1adbd882f7c49.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-28",
    "url": "https:\/\/www.walmart.com\/ip\/Champion-Girls-Meet-and-Greet-Graphic-Tee-Pink-Size-Small\/20615259212",
    "final_price": 18,
    "sku": "20615259212",
    "currency": "USD",
    "gtin": "197817129991",
    "specifications": [
      {
        "name": "Color",
        "value": "Pink"
      },
      {
        "name": "Clothing size",
        "value": "S"
      },
      {
        "name": "Gender",
        "value": "Female"
      },
      {
        "name": "Brand",
        "value": "Champion"
      },
      {
        "name": "Clothing fit",
        "value": "Regular"
      },
      {
        "name": "Clothing neck style",
        "value": "Crew Neck"
      },
      {
        "name": "Sleeve length style",
        "value": "Short Sleeve"
      },
      {
        "name": "Clothing style",
        "value": "Casual"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Champion-Girls-Meet-and-Greet-Graphic-Tee-Pink-Size-Small_50bd7886-633a-4f09-a0ee-5682f...",
      "https:\/\/i5.walmartimages.com\/asr\/122b0c09-6df0-4a02-a497-d97c98adcfff.1ab51d035b643de0ad96931b1ce6dea5.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/e40f5869-48da-48ff-8f04-a9004e245a5c.e450487555080c5978e2a7a3df0cb09c.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/233e9a53-93ae-4186-94e1-92539438ba5f.37da0bd9a481cccc34e31affce5f3227.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/a4194e4c-82ff-4f74-b019-f5e95d7ce3cd.d1014c8a24ce8bd163c692b4fce99b40.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-28",
    "url": "https:\/\/www.walmart.com\/ip\/Champion-Boys-Jogger-Pants-2-Pack-Khaki-Size-6\/20765001309",
    "final_price": 48,
    "sku": "20765001309",
    "currency": "USD",
    "gtin": "197817288223",
    "specifications": [
      {
        "name": "Clothing size",
        "value": "6"
      },
      {
        "name": "Brand",
        "value": "Champion"
      },
      {
        "name": "Color",
        "value": "Brown"
      },
      {
        "name": "Clothing fit",
        "value": "Regular"
      },
      {
        "name": "Pant style",
        "value": "Joggers"
      },
      {
        "name": "Pant leg length",
        "value": "Full"
      },
      {
        "name": "Fabric content",
        "value": "60% Cotton"
      },
      {
        "name": "Activity",
        "value": "Everyday"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Champion-Boys-Jogger-Pants-2-Pack-Khaki-Size-6_2a2f7ec6-b85f-4e9f-b091-0d8748ccc559.d5b...",
      "https:\/\/i5.walmartimages.com\/asr\/a7c7ce91-2ccb-4584-904b-35f54bade83d.14f3adb35d82e4eec4fd2502c7b5f75d.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/1c1b6217-2071-46f8-b1dc-39cadc5f2010.9c73f065dde96d973f0d80cf2cd39ea0.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/b353e34f-7951-4bb7-8c76-e603e1834c64.cd45e028aa4601aab27b58d3d1c341d3.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/03fa50a4-58aa-4954-b3c2-003c7df6ccee.2f9b07eefd62aa439d9c35ef5b05ea4a.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/c9c8f575-4528-472d-be80-b080356dd812.1b90c38ece0f4138a1d39e33ee9a9fdb.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/d03fc35c-aae2-4a50-97fb-9492b546b87e.9d9363dc385b2cd55014ec787087eb46.jpeg"
    ]
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.walmart.com/ip/Red-Bull-Amber-Edition-Sugar-Free-Energy-Drink-Strawberry-Apricot-12-fl-oz-Pack-of-4-Cans/5332753715","zip_code":"33177","store_id":"6397"},{"url":"https://www.walmart.com/ip/OLIPOP-Prebiotic-Soda-Vintage-Cola-12-fl-oz/430529891","zip_code":"33177","store_id":"6397"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m693oc1r1gebnayxq&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.walmart.com/ip/Red-Bull-Amber-Edition-Sugar-Free-Energy-Drink-Strawberry-Apricot-12-fl-oz-Pack-of-4-Cans/5332753715","zip_code":"33177","store_id":"6397"},{"url":"https://www.walmart.com/ip/OLIPOP-Prebiotic-Soda-Vintage-Cola-12-fl-oz/430529891","zip_code":"33177","store_id":"6397"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_m693oc1r1gebnayxq&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m693oc1r1gebnayxq&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.walmart.com/ip/Red-Bull-Amber-Edition-Sugar-Free-Energy-Drink-Strawberry-Apricot-12-fl-oz-Pack-of-4-Cans/5332753715","zip_code":"33177","store_id":"6397"},{"url":"https://www.walmart.com/ip/OLIPOP-Prebiotic-Soda-Vintage-Cola-12-fl-oz/430529891","zip_code":"33177","store_id":"6397"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/ip\/Unisex-Rex-Rope-s-Sneaker-to-Rocket-KitchenAid\/20623562418",
    "final_price": 26.68,
    "sku": null,
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Brand",
        "value": "Simple Mills"
      },
      {
        "name": "Flavor",
        "value": "Cocoa Blast"
      },
      {
        "name": "Snack cracker type",
        "value": "Snack Crackers - Other Flavor"
      },
      {
        "name": "Net content statement",
        "value": "NET WT 4 OZ (113g)"
      },
      {
        "name": "Texture",
        "value": "Crispy popped"
      },
      {
        "name": "Size descriptor",
        "value": "Regular"
      },
      {
        "name": "Food form",
        "value": "Bites"
      },
      {
        "name": "Container type",
        "value": "Box"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/6-pack-Simple-Mills-Sweet-nbsp-Mmms-nbsp-Cocoa-Blast-Baked-nbsp-Sweet-Snacks-nbsp-4-oz_...",
      "https:\/\/i5.walmartimages.com\/asr\/bc1c1feb-7828-4d3b-b9ed-0cbddd4530a1.d51ff73bb3d33afffb54dd9ac243d4fa.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/094825f6-7c9c-4878-98db-4536de4e898d.8030071f12fff757dc0d608bd1081b78.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/ec7a601f-1630-452b-a508-0a989e97c093.6ecd0d615484b8a9420132d7ca26bb44.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/1429dae3-01cd-4723-b52f-b654208efd1d.848a3dc80393131dc84a22ad0228a10a.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7b131a5e-1e48-4431-ba38-4d55dc0957af.55177d1950133a647f97218f612b1cfe.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/553fd1e0-cf3d-4a8d-96d6-688b3e3c532f.abaf88fa99b22e400bf8c4fdd35eb766.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/536659c7-0a1b-40d2-888c-5a8d0bea4b9b.4e9399dd9b8d3161401053cdcb742443.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/ip\/5-Sheep-Strength-s-Polish-Adult-Levi-3\/19369168171",
    "final_price": 4.68,
    "sku": null,
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Brand",
        "value": "Simple Mills"
      },
      {
        "name": "Flavor",
        "value": "Cinnamon"
      },
      {
        "name": "Cookie type",
        "value": "Snickerdoodle Cookies"
      },
      {
        "name": "Texture",
        "value": "Crunchy"
      },
      {
        "name": "Nutrition facts label image",
        "value": "https:\/\/i5.walmartimages.com\/asr\/24893ec1-4563-41fa-9efb-42ba1d0d5e98.f417a4c35f49d4ecd5c479905aa827b3.jpeg"
      },
      {
        "name": "Net content statement",
        "value": "NET WT 4 OZ (113g)"
      },
      {
        "name": "Count ",
        "value": "1"
      },
      {
        "name": "Size descriptor",
        "value": "Regular"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Simple-Mills-Sweet-Mmms-Cinnamon-Burst-Cookies-4-oz-Box_fdf020c9-d6fb-43e1-9625-8db1dce...",
      "https:\/\/i5.walmartimages.com\/asr\/4157c9c5-4d8b-45e9-a186-ca3a262470a1.703d0d0484c8eded91f0134a71638a36.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/b2b163f2-db3e-48bf-8fdf-1108ca59c481.db198e4d6ce6f21033e7fabce2c6d1c9.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/81a3789a-f253-4bd7-b83e-105f237aeacf.f9d02bb157b60af13c935fc80074da5f.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/00065fed-32e2-41d0-a40d-b096a2882c3b.ce2712bbcc991a57b35718f339146b08.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/bc911fce-e8d9-450b-8ae7-e5bcbc9e9625.dfcd26d8cb0f384b899f07e9ff683992.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/c86681fe-5b88-40f8-aa34-46a4e2c45f9e.25aa23818c859017312295da585dcc53.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7faf77a2-202a-431d-9f31-324cf50370c7.f8db2aa73ac02c6597c066d5a972fa8b.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/ip\/Jacket-Metallic-count-For-Laptop-15-Green-Refurbished-Strength-Box-Premium\/686434071",
    "final_price": 14.97,
    "sku": null,
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Form",
        "value": "Wipes"
      },
      {
        "name": "Ingredient preference",
        "value": "Aluminum-Free"
      },
      {
        "name": "Active ingredients",
        "value": "salicylic acid"
      },
      {
        "name": "Scent",
        "value": "Clean Cotton"
      },
      {
        "name": "Ingredient properties",
        "value": "Hypoallergenic"
      },
      {
        "name": "Result time",
        "value": "24 h"
      },
      {
        "name": "Deodorant \u0026 antiperspirant type",
        "value": "Deodorant"
      },
      {
        "name": "Brand",
        "value": "Lume"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Lume-Acidified-Whole-Body-Deodorant-Wipes-Cool-Cucumber-45-Count_0c877e13-7aa6-4c75-a68...",
      "https:\/\/i5.walmartimages.com\/asr\/51272ba5-aded-4014-b204-a7d5d04c0beb.0fa2c05418a65343fa4ab70bd3f702da.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7caa67de-537e-43d5-b5e0-7117f8155b35.009aad950a7b6a1ee04ebce6fdff96a8.png",
      "https:\/\/i5.walmartimages.com\/asr\/80554ce4-2170-442b-815a-42ada032be21.353a124e4928930f68ff64f547c9e26c.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/b8dc6eee-32ae-454d-9841-5962f1e3f9e1.73c68e6f8872bfd02c63cbe5b4acef49.png",
      "https:\/\/i5.walmartimages.com\/asr\/040f5bcf-5eb1-439a-abaf-a1eee2c03eaa.6ab7c99e3e5c7a2790ce48f6cde8ea51.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/091fefa8-1bef-4ffd-a5bf-7528fa90bed0.27bd810c785908efc94fe841007d73e1.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7ea33931-57ad-4e0a-9505-285fc29c80fc.71492383dccd553d8894a13c3e01ecfe.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/ip\/Play-Kipling-Nail-Medium-Polish-Polish-Acrylic-Electronic-s-Cut\/5469759222",
    "final_price": null,
    "sku": null,
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Brand",
        "value": "Mando"
      },
      {
        "name": "Deodorant \u0026 antiperspirant type",
        "value": "Deodorant"
      },
      {
        "name": "Form",
        "value": "Cream"
      },
      {
        "name": "Scent",
        "value": "Clover Woods"
      },
      {
        "name": "Size",
        "value": "2.2 oz"
      },
      {
        "name": "Features",
        "value": "Gentle"
      },
      {
        "name": "Ingredient preference",
        "value": "Aluminum-Free"
      },
      {
        "name": "Gender",
        "value": "Male"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Mando-Whole-Body-Deodorant-for-Men-Invisible-Cream-Aluminum-Free-Clover-Woods-2-2oz_33a...",
      "https:\/\/i5.walmartimages.com\/asr\/744cad3d-b2a6-458d-bcff-c1899902f08b.e04205ffd8b18d2986afe5682e647e34.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/ip\/Seoul-Plus-Gray-Restored-Apple-Squeakers-Reese-Rocket-Blue\/552708172",
    "final_price": 13.62,
    "sku": null,
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Ingredient preference",
        "value": "Aluminum-Free"
      },
      {
        "name": "Scent family",
        "value": "Unscented"
      },
      {
        "name": "Active ingredients",
        "value": "Mandelic acid"
      },
      {
        "name": "Form",
        "value": "Stick"
      },
      {
        "name": "Result time",
        "value": "72 h"
      },
      {
        "name": "Ingredient properties",
        "value": "Hypoallergenic"
      },
      {
        "name": "Scent",
        "value": "Unscented"
      },
      {
        "name": "Deodorant \u0026 antiperspirant type",
        "value": "Deodorant"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Lume-Whole-Body-Women-s-Deodorant-Smooth-Solid-Stick-Aluminum-Free-Unscented-2-6oz_49eb...",
      "https:\/\/i5.walmartimages.com\/asr\/a6b454a9-38b9-4427-b0ef-f673cb2a675c.4424a01f42207f96724269fcda0f0c79.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/cdc23e53-a9dc-490d-a664-926363316133.23f17373e125f7e3e33413f89e540103.png",
      "https:\/\/i5.walmartimages.com\/asr\/20be8904-4aa1-434c-97ee-40d69c74ff6f.082cd186868cb963fb42548e2fd4165c.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/ba1a38cd-84b1-4693-bd39-d0efa216be93.e3ab9dc7823b199edea46ae0eaaed742.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/091fefa8-1bef-4ffd-a5bf-7528fa90bed0.27bd810c785908efc94fe841007d73e1.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/7ea33931-57ad-4e0a-9505-285fc29c80fc.71492383dccd553d8894a13c3e01ecfe.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/31fb4cbc-2ebe-4a3d-a690-71d08521d484.11c0b3e442bfb5edac6bda4a59df608a.jpeg"
    ]
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.walmart.com/global/seller/782"},{"url":"https://www.walmart.com/global/seller/102518133"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7ke48w81ocyu4hhz0&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.walmart.com/global/seller/782"},{"url":"https://www.walmart.com/global/seller/102518133"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_m7ke48w81ocyu4hhz0&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7ke48w81ocyu4hhz0&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.walmart.com/global/seller/782"},{"url":"https://www.walmart.com/global/seller/102518133"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "timestamp": "2026-10-29",
    "seller_id": "151F7008DBD74156AAFD8F8A637DF01A",
    "url": "https:\/\/www.walmart.com\/seller\/101188985\/cp\/shopall",
    "catalog_seller_id": "101188985",
    "seller_name": "fu jian de hua xian shi bo tao ci you xian gong si",
    "seller_display_name": null,
    "seller_email": "[email protected]",
    "seller_phone": "13159066420"
  },
  {
    "timestamp": "2026-10-29",
    "seller_id": "4AB0B0707E4549ACB5D2632CFE346FAC",
    "url": "https:\/\/www.walmart.com\/global\/seller\/101101804?itemId=924109184\u0026pageName=item\u0026returnUrl=%2Fip%2FSennheiser-HD-650-Audio...",
    "catalog_seller_id": "101101804",
    "seller_name": "Sennheiser Consumer Audio USA LLC",
    "seller_display_name": null,
    "seller_email": "[email protected]",
    "seller_phone": "9523922132"
  },
  {
    "timestamp": "2026-10-29",
    "seller_id": "FECDD73DC54047FEA437A73A98FB184A",
    "url": "https:\/\/www.walmart.com\/seller\/8482",
    "catalog_seller_id": "8482",
    "seller_name": "Bidallies",
    "seller_display_name": null,
    "seller_email": "[email protected]",
    "seller_phone": "8626217894"
  },
  {
    "timestamp": "2026-10-29",
    "seller_id": "19B074EF1EA04F2391A96F65DE7A5C93",
    "url": "https:\/\/www.walmart.com\/reviews\/seller\/6965?offerId=3A7EFB327E79493D9DBEB6734797D59D",
    "catalog_seller_id": "6965",
    "seller_name": "Edward Wang",
    "seller_display_name": "Power ZXZ LLC",
    "seller_email": "[email protected]",
    "seller_phone": "9402781917"
  },
  {
    "timestamp": "2026-10-29",
    "seller_id": "3200D4D24CB1462DB64A6778731D4F8E",
    "url": "https:\/\/www.walmart.com\/seller\/102494566\/cp\/shopall",
    "catalog_seller_id": "102494566",
    "seller_name": "Swappa, LLC",
    "seller_display_name": "SWAPPA",
    "seller_email": "[email protected]",
    "seller_phone": "8604792772"
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.walmart.com/search?q=cat"},{"url":"https://www.walmart.com/search?q=dog"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7khey0wb7wviejgj&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.walmart.com/search?q=cat"},{"url":"https://www.walmart.com/search?q=dog"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_m7khey0wb7wviejgj&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7khey0wb7wviejgj&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.walmart.com/search?q=cat"},{"url":"https://www.walmart.com/search?q=dog"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "timestamp": "2026-09-17",
    "id": "2NK5H6ETN1U7",
    "url": "https:\/\/www.walmart.com\/ip\/HP-LaserJet-Enterprise-M507dng-Monochrome-Printer-White\/644553837",
    "typename": "Product",
    "buy_box_suppression": false,
    "similar_items": false,
    "us_item_id": "644553837",
    "is_bad_split": false
  },
  {
    "timestamp": "2026-09-17",
    "id": "7FPSL4B5JU4L",
    "url": "https:\/\/www.walmart.com\/ip\/Restored-HP-LaserJet-Pro-400-M451dn-Color-Laser-Printer-CE957A-Refurbished\/5406399792",
    "typename": "Product",
    "buy_box_suppression": false,
    "similar_items": false,
    "us_item_id": "5406399792",
    "is_bad_split": false
  },
  {
    "timestamp": "2026-09-17",
    "id": "23SYHY22EYCH",
    "url": "https:\/\/www.walmart.com\/ip\/Restored-HP-LaserJet-P4015-P4015N-Desktop-Laser-Printer-Monochrome\/14916525",
    "typename": "Product",
    "buy_box_suppression": false,
    "similar_items": false,
    "us_item_id": "14916525",
    "is_bad_split": false
  },
  {
    "timestamp": "2026-09-17",
    "id": "1FF8UKCV8CI9",
    "url": "https:\/\/www.walmart.com\/ip\/HP-Laserjet-Pro-M130fw-Wireless-BlackandWhite-AllInOne-Laser-Printer-with-Scan-Copy-and-Fax-G...",
    "typename": "Product",
    "buy_box_suppression": false,
    "similar_items": false,
    "us_item_id": "19270358265",
    "is_bad_split": false
  },
  {
    "timestamp": "2026-09-17",
    "id": "5HYZ6YGNALO9",
    "url": "https:\/\/www.walmart.com\/ip\/Restored-HP-LaserJet-Enterprise-600-M603n-Monochrom-Laser-Printer-CE995A\/5431248163",
    "typename": "Product",
    "buy_box_suppression": false,
    "similar_items": false,
    "us_item_id": "5431248163",
    "is_bad_split": false
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.walmart.com/ip/Caeron-Sunflower-Pattern-Men-s-Comfortable-Black-Round-Neck-Tee-Short-Sleeve-S-3XL-All-Day-Comfort-in-Soft-Breathable-Fabric/12028665282","sort_by":"Most recent"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpql1v8g2o8o6l1wzd&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.walmart.com/ip/Caeron-Sunflower-Pattern-Men-s-Comfortable-Black-Round-Neck-Tee-Short-Sleeve-S-3XL-All-Day-Comfort-in-Soft-Breathable-Fabric/12028665282","sort_by":"Most recent"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_mpql1v8g2o8o6l1wzd&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpql1v8g2o8o6l1wzd&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.walmart.com/ip/Caeron-Sunflower-Pattern-Men-s-Comfortable-Black-Round-Neck-Tee-Short-Sleeve-S-3XL-All-Day-Comfort-in-Soft-Breathable-Fabric/12028665282","sort_by":"Most recent"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/reviews\/product\/812906468",
    "product_name": "LEM Products BigBite DualGrind #8 Electric Meat Grinder, 0.50 HP Stainless Steel",
    "product_id": "812906468",
    "rating": 5,
    "author_name": "******",
    "review_header": "Wow!!!",
    "review_id": "32addb1c-7bdf-4d66-9b36-000000057678"
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/reviews\/product\/812906468",
    "product_name": "LEM Products BigBite DualGrind #8 Electric Meat Grinder, 0.50 HP Stainless Steel",
    "product_id": "812906468",
    "rating": 5,
    "author_name": "******",
    "review_header": "Awesome grinder",
    "review_id": "eb9f19ad-31f7-4267-83a9-000000057721"
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/reviews\/product\/812906468",
    "product_name": "LEM Products BigBite DualGrind #8 Electric Meat Grinder, 0.50 HP Stainless Steel",
    "product_id": "812906468",
    "rating": 5,
    "author_name": "******",
    "review_header": "Great Grinder",
    "review_id": "f301de51-be01-455b-9621-000000057705"
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/reviews\/product\/812906468",
    "product_name": "LEM Products BigBite DualGrind #8 Electric Meat Grinder, 0.50 HP Stainless Steel",
    "product_id": "812906468",
    "rating": 5,
    "author_name": "******",
    "review_header": "Dual Grind is Nice",
    "review_id": "d6525fab-52fe-47c2-9a55-000000057648"
  },
  {
    "timestamp": "2026-10-29",
    "url": "https:\/\/www.walmart.com\/reviews\/product\/812906468",
    "product_name": "LEM Products BigBite DualGrind #8 Electric Meat Grinder, 0.50 HP Stainless Steel",
    "product_id": "812906468",
    "rating": 5,
    "author_name": "******",
    "review_header": null,
    "review_id": "ea6bbeb6-0207-43ea-a12a-000000057674"
  }
]

Start free

TERMINAL

Tell your agent:

Read https://brightdata.com/SKILL.md and get structured JSON for this Walmart product via the walmart_product pipeline: https://www.walmart.com/ip/Hershey-s-Kit-Kat-And-Reese-s-Assorted-Flavored-Candy-Party-Pack-33-38-oz/466623588?athbdg=L1600&adsRedirect=true

Or run it yourself:

npx -p @brightdata/cli bdata login

bdata pipelines walmart_product "https://www.walmart.com/ip/Hershey-s-Kit-Kat-And-Reese-s-Assorted-Flavored-Candy-Party-Pack-33-38-oz/466623588?athbdg=L1600&adsRedirect=true"

Or connect over MCP:

https://mcp.brightdata.com/mcp?token=YOUR_API_KEY

Get your token-filled URL in the control panel

For coding Agents

Plug Walmart scrapers into your agent

Your agent picks from Walmart scrapers we already maintain. Let it run whenever you need, and every run delivers real-time web data straight to your storage. Works in Claude Code, Codex, Cursor and any other coding agent.

Runs with npx, nothing to install
bdata login opens browser auth, no key to paste
Name a scraper, get JSON back
Delivers to AWS · GCP · Azure · Snowflake · Webhook

World's #1 scraping platform

Everything you need, built in

You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

Go straight to the source

Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.

Scale to millions of pages instantly

Send unlimited concurrent requests - no infrastructure to manage, no configs to change.

Scrapers auto-fix when sites change

AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.

Thousands of verified scrapers

Every scraper is built, tested, and maintained by Bright Data. No community guesswork.

Pay per result, nothing extra

One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.

Compliant and fully supported

GDPR & CCPA compliant. 24/7 human support on every plan, including free.

Start free

Choose your path

Start collecting Walmart data in minutes

Call the API from code, click through the control panel, or hand it to your AI agent.

Call it from code

Trigger runs with parameters, schedule recurring jobs, and deliver to your storage or webhook.

Build requests in any language
Automate with schedulers and webhooks
JSON, NDJSON, or CSV delivery

Run it in the control panel

No engineering required: configure inputs, run, and download results in one place.

Configure inputs visually
Run with one click
Download JSON or CSV

Hand it to your agent

Your agent reads SKILL.md over MCP or the CLI and scrapes on its own.

Works with any MCP-compatible agent
One prompt to scrape
Structured JSON straight back to your agent

Explore more Walmart scrapers

Walmart Image

Scrape Walmart product images and collect elements like: image URL, primary image, additional images, thumbnail, image count, alt text, colour or variant images, product ID, product name, category, and product URL.

Walmart Reviews

Scrape Walmart reviews and gather customer feedback details. Collect Walmart data such as: product name, product ID, rating, author name, review header, review ID, review text, and much more.

Walmart Price

Scrape Walmart prices and collect pricing data such as: current prices, original prices, discounts, price history, promotional pricing, rollback prices, clearance data, price comparisons, savings percentages, and more.

Walmart data scraping use cases

Real-time Walmart intelligence for your business.

Product inventory

Availability

Stock

Assortment

Scrape Walmart product pages to monitor availability, assortment changes, and item status over time. Identify inventory gaps and rising demand to improve stocking and supply chain decisions.

Pricing optimization

Prices

Discounts

Variants

Scrape Walmart listings to track prices, discounts, and pack-size variations across categories. Build competitive price benchmarks and power dynamic pricing models with fresh market signals.

Consumer sentiment

Reviews

Ratings

Sentiment

Scrape Walmart reviews and ratings to understand what customers like or dislike about products. Analyze recurring themes to improve product positioning and merchandising.

Marketplace seller and third-party listing monitoring

Sellers

Offers

Fulfillment

Scrape third-party seller listings to track pricing, ratings, and fulfillment options against your own offers. Spot unauthorized resellers and flag listings that undercut your pricing strategy.

Compare Bright Data to others

Web Scraper API vs other providers

Capability

Bright Data

Other scraping providers

Auto-scaling infrastructure

Unlimited

Partial

Anti-bot & CAPTCHA bypass

Built-in

Partial

Residential proxy network

400M+ IPs

Limited pool

Pre-built scrapers

1,400+

50–200

Auto-maintenance (site changes)

24/7

Depends on who built it

Pricing model

One all-in price per record

Compute, proxy, and storage metered separately

Failed requests

Free, pay only for success

Often billed

Custom sites (no pre-built scraper)

AI builds it in minutes, self-healing included

Community-built scrapers, no SLA

Compliance (GDPR, CCPA, SOC 2)

Full

Partial

Structured output (JSON/CSV)

Automatic

Support

24/7 experts, even on the free tier

Community forum

Free tier

5K records/mo

Varies

compliance

Leading the way in ethical web data collection

Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.

Visit the trust center

Bright Data is used by world's top brands

Elio Narciso

Co-founder and CEO at ScaleStack

Jessica Zizzamia

Head of Product at Vibeslist

Arjun Chintapalli

Co-Founder & CTO of RTRVR

TJ Richardson

Co-founder at Fundable

Saroop Bharwani

Co-founder at Senso

Constantine Janashvilli

Co-founder at Parallax Vision

Bhavani Kalisetty

Co-Founder & CTO of RTRVR

Walmart Scraper API FAQs

What is the Walmart Scraper API?

The Walmart Scraper API is a powerful tool designed to automate data extraction from the Walmart website, allowing users to efficiently gather and process large volumes of data for various use cases.

How does the Walmart Scraper API work?

The Walmart Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

Is the Walmart Scraper API compliant with data protection regulations?

Yes, the Walmart Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Can I use the Walmart Scraper API for competitive analysis?

Absolutely! The Walmart Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

How can I integrate the Walmart Scraper API with my existing systems?

The Walmart Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

Is there a free tier available for the Walmart Scraper API?

Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Walmart Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.

What happens when my free credits run out while using the Walmart Scraper API?

When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.

To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.

The easiest way to scrape Walmart data at scale

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Walmart Scraper API

Trusted by 50,000+ customers worldwide

Available Walmart scrapers

Walmart - products

Walmart - products - Find new products by using specific category URL

Walmart - products - Collects products by specific keywords

Walmart - products - Discover products by using sku numbers

Walmart sellers info

Walmart Reviews

Walmart - products zipcodes

Walmart - products zipcodes - Collect data by category URL

Walmart - products zipcodes - Collect data by Keyword

Walmart products search

Only pay for successful results

Plug Walmart scrapers into your agent

Everything you need, built in

Go straight to the source

Scale to millions of pages instantly

Scrapers auto-fix when sites change

Thousands of verified scrapers

Pay per result, nothing extra

Compliant and fully supported

Start collecting Walmart data in minutes

Explore more Walmart scrapers

Walmart Image

Walmart Reviews

Walmart Price

Walmart data scraping use cases

Product inventory

Pricing optimization

Consumer sentiment

Marketplace seller and third-party listing monitoring

Web Scraper API vs other providers

Leading the way in ethical web data collection

Walmart Scraper API FAQs

What is the Walmart Scraper API?

How does the Walmart Scraper API work?

Is the Walmart Scraper API compliant with data protection regulations?

Can I use the Walmart Scraper API for competitive analysis?

How can I integrate the Walmart Scraper API with my existing systems?

Is there a free tier available for the Walmart Scraper API?

What happens when my free credits run out while using the Walmart Scraper API?

What are the usage limits for the Walmart Scraper API?

Do you provide support for the Walmart Scraper API?

What delivery methods are available?

What file formats are available?

Can AI agents use the Walmart Scraper API?

The easiest way to scrape Walmart data at scale