Walmart Scraper API

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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Available Walmart scrapers

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

Walmart - products

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views6K+
Downloads931+
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Walmart - products - Find new products by using specific category URL

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views6K+
Downloads931+
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Walmart - products - Collects products by specific keywords

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views6K+
Downloads931+
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Walmart - products - Discover products by using sku numbers

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views6K+
Downloads931+
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Walmart sellers info

Seller id, URL, Catalog seller id, Seller name, Seller display name, Seller email, Seller phone, Seller about us, and more.
Views964+
Downloads94+
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Walmart - products zipcodes

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views251+
Downloads9+
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Walmart - products zipcodes - Collect data by category URL

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views251+
Downloads9+
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Walmart - products zipcodes - Collect data by Keyword

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
Views251+
Downloads9+
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Walmart Reviews

URL, Product name, Product id, Rating, Author name, Review header, Review id, Review text, and more.
Views247+
Downloads5+
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Walmart products search

ID, URL, Typename, Buy box suppression, Similar items, Us item id, Is bad split, Name, and more.
Views222+
Downloads9+
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Pricing

Only pay for successful results

No hidden fees. No charges for failed requests. Every plan includes full access to all scrapers and infrastructure.
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  • 5K records per month
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Pay as you go
$1.5/1K record
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  • Unlimited concurrency
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$499 /month
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  • 384,000 records included
  • $1.3/1K additional records
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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"
Response payload 
[
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.walmart.com\/ip\/DefiDgd-59x39inch-Halloween-Black-Cats-Flower-Pattern-Flannel-Blanket-Stained-Soft-Cozy-Plush...",
    "final_price": 7.89,
    "sku": "16AQ42C3W5JM",
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Size",
        "value": "One Size"
      },
      {
        "name": "Fabric content",
        "value": "Polyester"
      },
      {
        "name": "Brand",
        "value": "DefiDgd"
      },
      {
        "name": "Decor style",
        "value": "Rustic\/Lodge"
      },
      {
        "name": "Pattern",
        "value": "Plaid, Pumpkin, Sunflower"
      },
      {
        "name": "Features",
        "value": "Breathable"
      },
      {
        "name": "Fabric material percentage",
        "value": "100.0"
      },
      {
        "name": "Theme",
        "value": "Fall"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/DefiDgd-59x39inch-Halloween-Black-Cats-Flower-Pattern-Flannel-Blanket-Stained-Soft-Cozy...",
      "https:\/\/i5.walmartimages.com\/asr\/854d5cfc-0d8c-4073-bbb0-33cd8957af21.c47d2b874e744f578ea39c8d1bee5e0f.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/f8fc87bb-a282-4287-b819-c69a19b6ca33.d32b28bda62261e364ee1b6b9823329b.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/80ef8d11-c1ad-40fb-acf0-ce36d29c96f1.cf4641d429e74f716c7ae66f5ecb7c7d.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.walmart.com\/ip\/Cilsoka-Women-Tops-Summer-3-4-Sleeve-Eyelet-T-Shirts-V-Neck-Button-Down-Dressy-Casual-Work-Bl...",
    "final_price": 7.99,
    "sku": "19361812600",
    "currency": "USD",
    "gtin": "460278064867",
    "specifications": [
      {
        "name": "Color",
        "value": "Blue"
      },
      {
        "name": "Clothing size",
        "value": "XXXXL"
      },
      {
        "name": "Gender",
        "value": "Female"
      },
      {
        "name": "Brand",
        "value": "Cilsoka"
      },
      {
        "name": "Clothing fit",
        "value": "Classic Fit"
      },
      {
        "name": "Clothing neck style",
        "value": "V-Neck"
      },
      {
        "name": "Sleeve length style",
        "value": "Short Sleeve"
      },
      {
        "name": "Fabric material name",
        "value": "Polyester"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Cilsoka-Women-Tops-Summer-3-4-Sleeve-Eyelet-T-Shirts-V-Neck-Button-Down-Dressy-Casual-W...",
      "https:\/\/i5.walmartimages.com\/asr\/37be760a-52f7-492b-8469-45bb03c4aba5.7bb20b11e3c80ef27edd16ebf93e1cd8.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/433a6742-f934-453e-893b-400e036d0c7d.f0057a6beb40fee80db4e77579a81421.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/38109ffa-b0b3-4928-849d-ae234ecdf64a.d8d5ed054a1db714567690880113e82c.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/de48a7e4-6214-4b6a-9b41-d49763ca5402.28d12dbafa224d8c1a7ee5a63fb14789.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/bbae1e23-867b-41e2-bc24-190ab72825f4.a827e15439cc63a5cf33aeaa47ec280e.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.walmart.com\/ip\/Raceline-Alpha-Beadlock-17x7-UTV-Wheel-Black-GM-4-156-40mm-A14BG-77056-40\/5293191578",
    "final_price": 434.73,
    "sku": "5293191578",
    "currency": "USD",
    "gtin": "682108304497",
    "specifications": [
      {
        "name": "Wheel lug pattern",
        "value": "4\/156"
      },
      {
        "name": "Brand",
        "value": "Raceline"
      },
      {
        "name": "Model",
        "value": "A14BG Alpha Beadlock"
      },
      {
        "name": "Material",
        "value": "Aluminum"
      },
      {
        "name": "Color",
        "value": "Silver"
      },
      {
        "name": "Finish",
        "value": "Black w\/Gunmetal Ring"
      },
      {
        "name": "Vehicle fitment type",
        "value": "Specific"
      },
      {
        "name": "Accessories",
        "value": "Grade 8 zinc beadlock hardware"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/Raceline-Alpha-Beadlock-17x7-UTV-Wheel-Black-GM-4-156-40mm-A14BG-77056-40_0410f851-a8a9...",
      "https:\/\/i5.walmartimages.com\/asr\/291ab4a5-eae1-441e-a26a-c3bcfdcd17aa.919e83ea1149fac789aceefeff6501d5.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.walmart.com\/ip\/Primary-Drive-Rear-Chain-Guide-Black-for-Yamaha-WR426F-2001-2002\/884086494",
    "final_price": 51.08,
    "sku": "884086494",
    "currency": "USD",
    "gtin": "804078713752",
    "specifications": [
      {
        "name": "Manufacturer part number",
        "value": "PD9288"
      },
      {
        "name": "Vehicle make",
        "value": "Yamaha"
      },
      {
        "name": "Vehicle model",
        "value": "WR426F"
      },
      {
        "name": "Brand",
        "value": "Primary Drive"
      },
      {
        "name": "Has written warranty",
        "value": "No"
      },
      {
        "name": "Model",
        "value": "PD9288"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/asr\/5a0dcad1-31e9-410d-b19c-929edca58a16_1.cf99090300511b00b6c702169c5c3e04.jpeg"
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.walmart.com\/ip\/DEEPCRAFF-Winter-Ear-Muffs-Sky-Blue-Plush-Ear-Warmers-Comfortable-Cold-Weather-Cover\/20835222...",
    "final_price": 10.32,
    "sku": "20835222402",
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Ear warmer type",
        "value": "Ear Warmers"
      },
      {
        "name": "Color",
        "value": "Blue"
      },
      {
        "name": "Fabric material name",
        "value": "Plush, plastic"
      },
      {
        "name": "Clothing size",
        "value": "M"
      },
      {
        "name": "Brand",
        "value": "DEEPCRAFF"
      },
      {
        "name": "Style",
        "value": "Traditional"
      },
      {
        "name": "Gender",
        "value": "Unisex"
      },
      {
        "name": "Season",
        "value": "Spring"
      }
    ],
    "image_urls": [
      "https:\/\/i5.walmartimages.com\/seo\/DEEPCRAFF-Winter-Ear-Muffs-Sky-Blue-Plush-Ear-Warmers-Comfortable-Cold-Weather-Cover_9e...",
      "https:\/\/i5.walmartimages.com\/asr\/a1643110-52da-4b81-98ba-7093220db6f2.afaecd3121cd8afa77d9e72a29e37013.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/a65f866a-d66a-44bd-b338-970be33b4c98.efc620efceb58d0758542c7599200441.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/d6f6fbae-2228-411b-8160-257a74e6d68f.8907a6d395df3b739512b9667b231d21.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/23396caa-fc11-4aa0-9d0e-686f1ddc4b2a.695af7d3d3569a3ba533cc680a4fd0c4.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/08f0d1c9-d938-4d0c-b75a-c5e00d2bdde2.82a8b0f09acc2b8bfa4bdea3b47591ea.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/6eede736-0587-46b0-a2b5-d19afe020eda.0f01ca46052d0dc63c1f0a03cb0c6aab.jpeg",
      "https:\/\/i5.walmartimages.com\/asr\/fabc1da2-e0eb-464d-bf76-b2458e373394.6bee506d1d5a7e4bd7095e9a71c66030.jpeg"
    ]
  }
]
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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.
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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.
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Web Scraper API vs other providers

Capability
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.



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Bright Data is used by world's top brands

Walmart Scraper API FAQs

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.

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.

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.

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

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.

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.

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.

There are no specific usage limits for the Walmart Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the Walmart Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the Walmart scrapers.

The easiest way to scrape Walmart data at scale

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