E-commerce
Walmart Scraper
walmart.com
Walmart is served through a dedicated plugin endpoint rather than the generic page fetch. Give it a query and it returns the products already parsed: the title, the current price and any was-price, the star rating and review count, the brand, seller and availability, a product image and a clean URL. Sort the results, filter by price, and collect as many as you need across pages. Walmart sits behind PerimeterX - handled for you.
What you can extract
- Title and a product URL
- Price, was-price and currency
- Star rating and review count
- Brand, seller and availability
- Product image
- Short description
Dedicated endpoints
/marketplace/walmart-search A product search on Walmart
Walmart products for a query: a products array with name, price, wasPrice, currency, rating, reviewCount, brand, seller, availability, image and a product url. Sort, filter with min_price/max_price, and page with max_results.
How to scrape it
curl -X POST \
-H "X-ScrapeUnblocker-Key: $SU_API_KEY" \
"https://api.scrapeunblocker.com/marketplace/walmart-search?query=laptop"import requests
resp = requests.post(
"https://api.scrapeunblocker.com/marketplace/walmart-search",
headers={"X-ScrapeUnblocker-Key": SU_API_KEY},
params={"query": "laptop"},
)
print(resp.text)import { ScrapeUnblockerClient } from 'scrapeunblocker';
const su = new ScrapeUnblockerClient({ apiKey: process.env.SU_API_KEY });
const data = await su.walmartSearch('laptop', {
sort: 'price_low',
maxResults: 80,
});
console.log(results);Requests are POST and take their parameters in the query string. Browser rendering always happens - there is no flag to enable.
Example response
{
"query": "air fryer",
"marketplace": "walmart.com",
"results": [
{
"title": "Ninja AF101 Air Fryer, 4 Quart, Black/Grey",
"url": "https://www.walmart.com/ip/Ninja-AF101/604342441",
"price": 89.00,
"was_price": 129.99,
"currency": "USD",
"rating": 4.8,
"review_count": 41230,
"brand": "Ninja",
"seller": "Walmart.com",
"in_stock": true,
"image": "https://i5.walmartimages.com/asr/abc123.jpeg"
}
]
}Frequently asked questions
Is it legal to scrape Walmart?
Collecting publicly available Walmart data such as prices, listings and ratings is generally legal, and courts have repeatedly upheld access to public web data. You stay responsible for how you use it. ScrapeUnblocker returns the public page; what you collect and how you use it is your decision.
How do I scrape Walmart without getting blocked?
Walmart is protected by PerimeterX, which blocks datacenter IPs and fingerprints browsers. ScrapeUnblocker handles it for you - real-browser rendering, residential and ISP exit rotation and challenge solving - and returns parsed JSON at a 100% success rate across our benchmark, about 3.9s per call.
What Walmart data can I get?
For each result: title and product URL, price, was-price and currency, star rating and review count, brand, seller and availability, a product image and a short description. Sort and filter by price range and page through results.
Do I need a Walmart API or developer account?
No. The plugin returns product and search data as clean JSON without any Walmart API account, approval process or HTML parsing on your side.
Can I monitor Walmart prices at scale?
Yes. The search endpoint takes a keyword and returns parsed listings, and calls run concurrently with no fixed cap, so price and assortment monitoring scales with your plan.
How much does it cost to scrape Walmart?
ScrapeUnblocker is priced per request, not per gigabyte - from about EUR 1 per 1,000 requests down to roughly EUR 0.55 at volume, with a predictable bill.
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