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Walmart retail data, structured

Walmart Product API for structured retail product data

Send a product URL, item ID, UPC, GTIN, keyword, category, or store-aware query and receive structured titles, prices, sellers, availability, ratings, images, shipping details, and offer metadata in JSON.

Start free
No credit card500 free requestsNo-code friendly

Walmart Product API playground

Send a product URL. Inspect structured JSON.

Structured product

Restored Apple iPhone 15 - T-Mobile - 128 GB Black (Refurbished)

$388.954 (370)
Currency
USD
Availability
In stock

Sample response shown above. Submit a product URL to run a live request.

JSON response
{
  "title": "Restored Apple iPhone 15 - T-Mobile - 128 GB Black (Refurbished)",
  "price": "$388.95",
  "currency": "USD",
  "rating": 4,
  "reviewCount": 370,
  "availability": "In stock"
}

Developer experience

Simple for one page. Flexible for production.

Start with a URL and output formats, then add rendering waits, country targeting, parsers, or LLM extraction.

REST APIAPI key authenticationHTML, Markdown, and textCountry targetingTimeout controlsBatch workflows
Read the docs
curl --request POST \
  --url https://api.olostep.com/v1/scrapes \
  --header 'Authorization: Bearer YOUR_API_KEY' \
  --header 'Content-Type: application/json' \
  --data '{
    "url_to_scrape": "https://www.walmart.com/ip/5215908542",
    "formats": ["html"]
  }'

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The problem

Walmart product data is valuable, but difficult to structure

  • Product data changes constantly

    Prices, stock, sellers, pickup, shipping, discounts, ratings, and visibility change across stores.

  • Retail pages contain many layers

    A product can include marketplace sellers, delivery options, pickup signals, images, reviews, variants, and related products.

  • Raw pages are not product-ready

    Products need clean item ID, UPC, GTIN, title, brand, price, availability, seller, image, and fulfillment fields.

Structured retail data

Turn Walmart product pages into API-ready fields

Power ecommerce intelligence, price monitoring, retail analytics, affiliate workflows, comparison tools, AI shopping assistants, and catalog enrichment.

Product titlesItem IDsUPC and GTINBrands and categoriesPrices and discountsSellers and offersPickup and deliveryRatings and images
{
  "item_id": "55126293",
  "upc": "190198001795",
  "gtin": "00190198001795",
  "title": "Apple AirPods with Charging Case",
  "price": 99,
  "currency": "USD",
  "rating": 4.7,
  "availability": "In stock",
  "fulfillment": ["shipping", "pickup"]
}

Capabilities

Built for Walmart product and retail workflows

  • Product detail extraction

    Retrieve titles, item IDs, brands, categories, images, prices, ratings, availability, and metadata.

  • Product search results

    Collect structured results for keywords, categories, brands, model numbers, UPCs, and GTINs.

  • Price and offer monitoring

    Track current and list prices, seller offers, discounts, pickup, delivery, and fulfillment details.

  • Store-aware availability

    Use location-aware inputs where supported to understand local price, pickup, and stock signals.

  • Ratings and review signals

    Collect scores, review counts, summaries, and snippets where supported.

  • Structured JSON output

    Receive normalized fields that are easier to store, filter, compare, display, and analyze.

Use cases

Use Walmart product data across your ecommerce stack

  • Ecommerce intelligence

    Monitor prices, sellers, offers, availability, delivery, reviews, and product visibility.

  • Price monitoring

    Track item-level price, discounts, pickup availability, stock, and seller movement.

  • AI shopping assistants

    Give agents current Walmart product context before comparisons or recommendations.

  • Affiliate and content

    Enrich buying guides, comparison tables, product roundups, and deal pages.

How it works

From Walmart request to usable product data

  • 01

    Send a product request

    Choose an item ID, UPC, GTIN, product URL, keyword, category, store ID, ZIP code, or supported module.

  • 02

    Retrieve and structure

    Normalize product, price, availability, seller, review, image, delivery, and variant fields into clean JSON.

  • 03

    Use the response

    Send data into pricing, ecommerce intelligence, affiliate, AI, marketplace, database, or reporting workflows.

Comparison

Build a Walmart data pipeline or use an API?

Requirement
Build internally
Use the API
Product collection
Build and maintain it
Request structured fields
Item lookup
Custom request logic
Use item ID, UPC, GTIN, or URL
Price extraction
Parse and normalize
Price fields in JSON
Offer extraction
Map sellers and offers
Fields where supported
Store availability
Location-aware logic
Store or ZIP inputs where supported
Developer time
High maintenance
Faster integration

Monitor price, offer, and availability changes

Collect retail product data on a schedule for competitor pricing, stock alerts, pickup monitoring, seller tracking, discounts, and store-aware analytics.

Give AI shopping products structured Walmart context

Pass current product details, prices, sellers, ratings, images, variants, pickup options, delivery, and availability into agents and comparison systems.

Designed for responsible retail data workflows

Use lawful and permitted collection workflows. Review Walmart terms, marketplace rules, intellectual-property rights, privacy obligations, attribution, retention, request rates, and applicable laws before collecting, storing, displaying, or redistributing data.

Pricing

Walmart Product API pricing

Start with 500 free requests, then scale retail-data workflows.

  • Starter

    $9/ month

    For testing, prototypes, and small workflows.

    • Everything in Free
    • 5,000 successful requests
    • 150 concurrent requests
    Get started

  • Standard

    $99/ month

    For retail tools and recurring monitoring.

    • Everything in Starter
    • 200K successful requests
    • 500 concurrent requests
    Purchase now

  • Scale

    $399/ month

    For high-volume platforms and enterprise workflows.

    • Everything in Standard
    • 1 million successful requests
    • AI-powered browser automations
    Scale now

Frequently asked questions

Product & Capabilities

  • A Walmart Product API lets developers send item IDs, UPCs, GTINs, product URLs, keywords, or category queries and receive structured titles, prices, sellers, ratings, images, availability, offers, and metadata.

  • No. This page describes Olostep's Walmart retail data extraction workflow. It is not an official Walmart product, partnership, or endorsement.

  • Typical fields include item ID, UPC, GTIN, title, brand, category, product URL, images, current and list prices, seller, availability, delivery, pickup, rating, review count, variants, offers, and request metadata. Exact coverage varies.

  • UPC and GTIN fields can support catalog matching, product enrichment, price comparison, and retail data normalization where lookup coverage is available.

Usage & Automation

  • Yes. Structured product data can support item-level price monitoring, seller tracking, stock alerts, discounts, and retail comparison workflows.

  • Store ID, ZIP code, pickup, local price, delivery, and availability signals can be included where location-aware extraction is supported.

  • Review fields may be available where supported. Verify platform terms, copyright, privacy, and applicable rights before storing or redistributing review content.

  • Walmart Marketplace API supports approved sellers and solution providers managing marketplace operations. This workflow focuses on structured public product data for monitoring, enrichment, comparison, and analytics.

Pricing & Plans

  • Yes. Structured product data can help assistants compare products, summarize options, monitor prices, and generate shopping recommendations.

  • Do not assume marketplace content can be republished freely. Verify rights, source terms, attribution requirements, and applicable laws first.

  • It depends on the data, access method, jurisdiction, source terms, technical restrictions, privacy rules, intellectual property rights, and intended use. Obtain appropriate legal guidance.

  • Create an API key, run a sample Walmart product URL, inspect the JSON response, and connect the endpoint to your workflow.

Add structured Walmart product data without maintaining retail scraping infrastructure

Start with one item ID or product URL and connect structured prices, sellers, ratings, images, availability, offers, pickup, and delivery signals to your workflow.

Get API key
Walmart Product API for Retail Product Data | Olostep