Walmart Scraper API

One REST API for Walmart data. Pull search results, product detail, reviews, and prices as clean JSON, with residential proxies and anti-bot handling built in.

Get a free API key See pricing

Free 1,000 requests. Median response 2.6s. No credit card.

GET https://api.walmartscraperapi.com/api/v1/walmart

curl "https://api.walmartscraperapi.com/api/v1/walmart/product?url=https://www.walmart.com/ip/587451676&api_key=$API_KEY"

data endpoints

2.6s

median response

1,000

free requests

JSON

structured output

search results/product data/review/price / price monitoring api/grocery/json output/rotating proxies

capabilities

Scrape Walmart without getting blocked

Anti-bot bypass

Rotating residential and datacenter proxies clear Walmart's verification checks, so you get real page data on the first try.

Proxy rotation

A fresh IP per request, with geotargeting when you need results from a specific country.

JS rendering

We render the page the way a browser does and return the loaded data as flat JSON you do not have to parse.

Structured JSON

Every endpoint uses the same field names and types, so your parser keeps working when Walmart changes its markup.

Pay for success

Failed requests retry across datacenter, residential, and premium pools, and you are billed only for results.

One REST call

No proxies, headless browsers, or CAPTCHA solvers to run. Send one request with your api_key and read the JSON.

endpoints

Choose from multiple Walmart Scraper API endpoints

What you can build

Price monitoring and repricing

Poll an item URL or us_item_id on a schedule and read price, seller, and stock to reprice against competitors and build the history Walmart never shows.

Catalog and content enrichment

Turn a list of item ids into clean rows of title, brand, images, and the specification table to seed or fact-check your own product database.

Search and keyword tracking

Run a query on a schedule and store position, price, and sponsored flags to watch how listings move up and down Walmart's grid over time.

Product sentiment analysis

Pull the overall rating, the 1-to-5 star distribution, and full review text across a catalog to score customer sentiment and mine complaints.

Grocery and unit-price research

Track staple grocery items with price and price-per-unit to build a cost-of-goods index and compare private-label against national brands.

Marketplace and buy-box checks

Read the seller on each listing to catch when the winning offer moves between Walmart.com and third-party sellers at a new price.

pricing

Simple, usage-based pricing

Free

$0forever

1,000 requests

free

All endpoints included
Structured JSON output
Anti-bot + rotating proxies
10 concurrent requests
Community support

Start free

Vibe

$19/mo

27,000 requests / mo

$0.70 / 1k

Everything in Free
Higher concurrency
Email support

Choose Vibe

Drops into your stack

No-code

Zapier, Make, and n8n blocks call the API without writing code.

LLM and RAG

Feed clean JSON straight into LangChain or LlamaIndex pipelines.

SDKs and REST

Call from Python, Node, Go, or any HTTP client. One api_key, one base URL.

FAQ

What is the Walmart Scraper API?

It is a set of REST endpoints that take a Walmart query, search URL, or item URL and return the data as structured JSON: search results, product detail, reviews, and price. We handle the residential proxies, anti-bot checks, and parsing, so you call one endpoint with your api_key and get clean fields back.

Do I need a Walmart developer account or affiliate approval?

No. You authenticate with a single api_key. There is no Walmart.io affiliate program to be approved into, no Impact Radius setup, and no link-building requirement. The free tier includes 1,000 requests so you can test first.

Which Walmart data types can I pull?

The endpoints cover the main types: search results for a query or search URL, full product detail for an item, customer reviews with the star distribution, and current price for monitoring. Grocery and household items come back through the same search endpoint. Each returns a stable JSON shape on every call.

Why does scraping Walmart directly fail?

Walmart blocks datacenter IP ranges with a Robot or human challenge and renders its pages client-side from a __NEXT_DATA__ JSON blob, so a plain fetch from a cloud server returns a challenge screen rather than data. Our API routes through residential IPs, handles the anti-bot layer, and parses that JSON, which is why it returns structured fields where a direct request does not.

Is scraping Walmart legal?

Scraping publicly visible Walmart pages is generally treated as lawful in the United States, though Walmart's Terms of Use restrict automated access, so review the terms and robots.txt for your use case and avoid personal data. Our Walmart scraping legality guide walks through the details.

How fast is the Walmart Scraper API, and what does it cost?

Responses return in a median of about 2.6 seconds end to end, including residential proxy routing, anti-bot handling, retries, and parsing. The free tier covers 1,000 requests, Pro runs about $0.60 per 1,000 requests, and pay-as-you-go top-ups are $0.90 per 1,000 successful requests. You are billed only for successful results.

Start pulling Walmart data

Free plan, 1,000 requests, no card