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Walmart Scraper - Products, Prices & Ratings

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Scrape Walmart.com search results — title, price, rating, review count, seller, image, and product URL. Built for price monitoring, competitor tracking, and catalog research. No login, cookies, or API keys — clean JSON output and pay-per-result pricing.

Pricing

from $8.00 / 1,000 results

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Thirdwatch

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5 days ago

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Walmart Scraper — Products, Prices & Ratings

Thirdwatch portfolio: 5K users across 97 public Actors, 2M+ records delivered, and >99% run success. Explore all Thirdwatch Actors.

Scrape Walmart.com search results — product titles, live prices, ratings, review counts, sellers, and product URLs. Uses a Camoufox stealth browser with residential proxy to pass PerimeterX, with automatic fresh-IP retries on challenge pages.

Use it for price monitoring, competitive product research, and marketplace analytics.

Why this Actor

Actually gets through: Camoufox + humanize + US residential + homepage warmup clears PerimeterX where plain HTTP and other browsers fail.
Self-healing retries: if the exit IP hits a captcha, the run retries with a fresh residential session — up to 3 attempts per query.
Complete product rows: price, original price, rating, review count, seller, image, productId, URL.
Sponsored filtering: paid /sp/track placements are excluded so rows are organic results.
Keyword or URL input: free-text queries or exact searchUrls with your own filters and facets.

Quick start

{
  "queries": ["laptop"],
  "maxResults": 20,
  "proxyCountry": "US"
}

Input

Field	Required	Description
`queries`	No*	Free-text product searches.
`searchUrls`	No*	Full walmart.com search/category URLs.
`maxResults`	No	Max products total. Default: 50.
`proxyCountry`	No	Residential proxy country. Default: `US` (required in practice).

* Provide at least one of queries or searchUrls.

Output

Field	Description
`productId`, `title`, `url`	Product identity and canonical link.
`price`, `originalPrice`, `currency`	Current and list price.
`rating`, `reviewCount`	Social proof fields.
`seller`	Marketplace seller when shown.
`imageUrl`	Main product image.
`sourceQuery`	Which query produced the row.

Notes & limitations

This is a browser-tier actor: ~$0.08–0.14 per search page (~40 products). Small queries have higher per-item cost because the browser warmup dominates.
PerimeterX is probabilistic — a minority of runs still hit captcha after all retries and return an error row rather than partial junk.

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