Walmart Scraper

Scrape Walmart and collect data such as: product ID, URL details, prices, discounts, category, brand, images, reviews, detailing, ratings, best sellers, and more.

No credit card required
walmart_scrapers_hero
10 scrapers
  • Free tier - 5K records
    a month for free
  • Scrape on demand via API or no-code scraper
  • Pay only for successfully delivered results
  • Bulk request handling, up to 5K URLs
Web Scrapers

Available Walmart Scraper APIs

Remove the need to develop and maintain the infrastructure. Simply extract high volume web data, and ensure scalability and reliability using web scraper APIs or no-code scrapers.

Walmart - products

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

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

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart - products - Collects products by specific keywords

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart - products - Discover products by using sku numbers

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart sellers info

Seller id, URL, Catalog seller id, Seller name, Seller display name, Seller email, Seller phone, Seller about us, and more.

Walmart - products zipcodes

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart - products zipcodes - Collect data by category URL

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart - products zipcodes - Collect data by Keyword

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.

Walmart Reviews

URL, Product name, Product id, Rating, Author name, Review header, Review id, Review text, and more.

Walmart products search

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

Just want Walmart data? Skip scraping.
Purchase a Walmart dataset

Walmart Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Free Tier
5K
records
  • 5K records per month
  • No credit card required
  • Expert support
Start free
Pay as you go
$1.5/1K record
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Start free
Scale
$499 /month
Slide to adjust plan
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Start free
Enterprise
Custom
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Talk to sales
We accept these payment methods:

Every plan gives you full access - pay less per record as you scale

Data Collection
  • Automated proxy management
  • Full browser rendering
  • CAPTCHA solving
Performance at Scale
  • Unlimited concurrency
  • Batch & scheduled collection
  • Job management APIs
Data Delivery
  • Data validation & discovery
  • Data parsing (JSON or CSV)
  • Webhook or API delivery

Leading the way in ethical web data collection

We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.

DEPLOY FASTER

Scrape Walmart with one API call

data discovery

Data Discovery

Detecting data structures and patterns to ensure efficient, targeted extraction of data.

validation

Bulk Request Handling

Reduce server load and optimize data collection for high-volume scraping tasks.

parsing

Data Parsing

Efficiently converts raw HTML into structured data, easing data integration and analysis.

validation

Data validation

Ensure data reliability and save time on manual checks and preprocessing.

CODE EXAMPLES

Easily scrape Walmart data without worrying about being blocked.

Input
JSON
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"},{"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"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l95fol7l1ru6rlo116&format=json&uncompressed_webhook=true"
Output
JSON
[
  {
    "db_source": "1784244356056",
    "timestamp": "2026-07-16",
    "url": "https:\/\/www.walmart.com\/ip\/PAURO-Angel-Number-111-Necklace-for-Women-Stainless-Steel-Pendant-Choker-Chain-Numerology-Jew...",
    "final_price": 10.8,
    "sku": "10559153283",
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Clasp type",
        "value": "Lobster Claw"
      },
      {
        "name": "Age group",
        "value": "Adult"
      },
      {
        "name": "Items included",
        "value": "velvet jewelry pouch"
      },
      {
        "name": "Necklace style",
        "value": "Chain"
      },
      {
        "name": "Has written warranty",
        "value": "No"
      },
      {
        "name": "Drop length",
        "value": "2 in"
      },
      {
        "name": "Count",
        "value": "1"
      },
      {
        "name": "Fine or fashion",
        "value": "Fashion"
      }
    ]
  },
  {
    "db_source": "1784244356056",
    "timestamp": "2026-07-16",
    "url": "https:\/\/www.walmart.com\/ip\/Happy-Hummers-Disposable-Humbird-Feeder-11-Oz-RTU\/122095506",
    "final_price": 10.63,
    "sku": "122095506",
    "currency": "USD",
    "gtin": "864349000042",
    "specifications": [
      {
        "name": "Volume capacity",
        "value": "1 oz"
      },
      {
        "name": "Bird feeder type",
        "value": "Hummingbird Feeding Saucers"
      },
      {
        "name": "Material",
        "value": "Recyclable Materials"
      },
      {
        "name": "Mount type",
        "value": "Hanging"
      },
      {
        "name": "Brand",
        "value": "EZ Nectar"
      },
      {
        "name": "Height",
        "value": "5.6 in"
      },
      {
        "name": "Instructions",
        "value": "Simply remove the label and UPC label to release the hanger. Use the included nail to punch two holes in the carton, whe..."
      },
      {
        "name": "Animal type",
        "value": "Bird"
      }
    ]
  },
  {
    "db_source": "1784244356056",
    "timestamp": "2026-07-16",
    "url": "https:\/\/www.walmart.ca\/fr\/ip\/Porte-Balles-de-Billard-Triangle-Porte-Balles-de-Billard-6-Pcs-pour-Amateurs-de-Billard\/405...",
    "final_price": null,
    "sku": "405F6I3R9YQG",
    "currency": "USD",
    "gtin": "07672804605175",
    "specifications": [
      {
        "name": "Nom de la marque",
        "value": "FYYDES"
      },
      {
        "name": "SKU",
        "value": "405F6I3R9YQG"
      },
      {
        "name": "Code universel de produit (contrôle du CUP)",
        "value": "07672804605175"
      }
    ]
  },
  {
    "db_source": "1784244356056",
    "timestamp": "2026-07-16",
    "url": "https:\/\/www.walmart.com\/ip\/SEAOPEN-Deals-Fleece-Lined-Leggings-for-Women-High-Waisted-Winter-Thermal-Warm-Sherpa-Legging...",
    "final_price": 13.1,
    "sku": "14274903619",
    "currency": "USD",
    "gtin": null,
    "specifications": [
      {
        "name": "Clothing size",
        "value": "S"
      },
      {
        "name": "Color",
        "value": "Navy"
      },
      {
        "name": "Clothing fit",
        "value": "Regular"
      },
      {
        "name": "Brand",
        "value": "SEAOPEN"
      },
      {
        "name": "Pant rise",
        "value": "High"
      },
      {
        "name": "Pant leg length",
        "value": "Full"
      },
      {
        "name": "Pant style",
        "value": "Legging"
      },
      {
        "name": "Fabric material name",
        "value": "Cotton\/Spandex\/Polyester\/Blend"
      }
    ]
  },
  {
    "db_source": "1784244356056",
    "timestamp": "2026-07-16",
    "url": "https:\/\/www.walmart.com\/ip\/Velto-Mastiff-Happy-Holiday-Sweatshirt-English-Mastiff-Shirt-Happy-Holiday-Mastiff-Mom-Gift-S...",
    "final_price": 44.99,
    "sku": "17921809428",
    "currency": "USD",
    "gtin": "450871626098",
    "specifications": [
      {
        "name": "Clothing size",
        "value": "4XL"
      },
      {
        "name": "Color",
        "value": "Beige"
      },
      {
        "name": "Brand",
        "value": "Velto"
      },
      {
        "name": "Sleeve length style",
        "value": "Long Sleeve"
      },
      {
        "name": "Clothing size group",
        "value": "Women"
      },
      {
        "name": "Gender",
        "value": "Unisex"
      },
      {
        "name": "Top style",
        "value": "Pullover"
      },
      {
        "name": "Clothing neck style",
        "value": "Crew Neck"
      }
    ]
  }
]
        
UNDER THE HOOD

Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies
BEST-IN-CLASS DX

Easy to start. Easier to scale.

Unmatched Stability

Ensure consistent performance and minimize failures by relying on the world’s leading proxy infrastructure.

Simplified Web Scraping

Put your scraping on auto-pilot using production-ready APIs, saving resources and reducing maintenance.

Unlimited Scalability

Effortlessly scale your scraping projects to meet data demands, maintaining optimal performance.

API for Seamless Walmart Data Access

Comprehensive, Scalable, and Compliant Web Data Extraction

Tailored to your workflow

Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.

Built-in infrastructure and unblocking

Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.

Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.

Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.

Walmart scraper use cases

Consumer market analysis

Scrape Walmart product pages to monitor availability signals, assortment changes, and item status over time. Identify inventory gaps, rising demand, and trending products to improve inventory planning, optimize stocking levels, and strengthen supply chain decisions.
product inventory

Competitor analysis

Scrape Walmart listings to track prices, discounts, rollbacks, and pack-size variations across categories. Use this data to build competitive price benchmarks, detect pricing gaps, and power dynamic pricing models with up-to-date market signals.
price optimization

Brand reputation

Scrape Walmart reviews and ratings to understand what customers like or dislike about specific products and brands. Analyze review text, star ratings, and recurring themes to improve product positioning, merchandising, and overall offer quality.
consumer sentiment

Why 20,000+ Customers Choose Bright Data

compliant

100% Compliant

Scraped data is ethically obtained and compliant with all privacy laws.
support

24/7 Global Support

A dedicated team of data professionals is here to help.

Complete Data Coverage

Access 400 million+ global IPs to scrape data from any website.

Unmatched Data Quality

Advanced technologies and validation methods for quality data.

Powerful Infrastructure

Scrape high-volume data without getting blocked.

Custom Solutions

Get tailored solutions to meet unique needs and goals.

Bright Data is used by world's top brands

We help businesses grow with secure, scalable, flexible data management.

Want to learn more?

Talk to an expert to discuss your Walmart scraping needs

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).