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Walmart Scraper

Extract product details and search results from Walmart.com. Supports direct product URLs, search queries, and paginated search results — with automatic anti-bot bypass via stealth HTTP and browser fallback.

Features

• Scrape product pages — full details, pricing, images, availability, and reviews
• Scrape search results — all items across paginated results up to 25 pages (1,000 items)
• Accepts product URLs, search URLs, or plain search queries
• Stealth fetching with residential US proxy — bypasses Walmart's bot detection
• Automatic fallback to headless browser if initial request is blocked

Input

Input Example

{
"searchTerms":[
"laptop",
"https://www.walmart.com/search?q=gaming+chair",
"https://www.walmart.com/ip/Sony-PlayStation-5/4S6KN6TWU0A0"
],
"maxItems":100,
"includeReviews":true
}

Output

Every dataset row has a _type field indicating which shape the record is:

Product Output (_type: "product")

{
"_type":"product",
"product":{
"availabilityStatus":"IN_STOCK",
"averageRating":4.8,
"brand":"PlayStation",
"id":"4S6KN6TWU0A0",
"name":"Sony PlayStation 5 Video Game Console",
"shortDescription":"Sony offers the PlayStation 5...",
"type":"Video Game Consoles",
"manufacturerName":null,
"orderLimit":5,
"orderMinLimit":1,
"priceInfo":{
"currentPrice":{
"price":649.95,
"priceString":"$649.95",
"currencyUnit":"USD"
},
"isPriceReduced":false
},
"imageInfo":{
"thumbnailUrl":"https://i5.walmartimages.com/seo/...",
"allImages":[
{"id":"028D1C...","url":"https://i5.walmartimages.com/...","zoomable":true}
]
}
},
"reviews":{
"averageOverallRating":4.8,
"totalReviewCount":4507,
"reviewSummary":{
"summary":"Customers praise the console's stunning appearance...",
"summaryTitle":"Console offers impressive gaming experience"
},
"customerReviews":[
{
"reviewId":"396282776",
"rating":5,
"reviewSubmissionTime":"8/24/2025",
"reviewText":"cam in a timely manner my son love it...",
"userNickname":"Teresa",
"badges":[{"id":"VerifiedPurchaser","glassBadge":{"text":"Verified Purchase"}}]
}
],
"ratingValueFiveCount":4096,
"ratingValueOneCount":204,
"percentageFiveCount":91
}
}

Search Output (_type: "search")

{
"_type":"search",
"query":"laptop",
"item":{
"id":"4SAK0JUE6DVK",
"name":"HP 15.6 inch HD Windows Laptop AI Intel Core Ultra 5 225U 8GB 512GB SSD Natural Silver",
"brand":null,
"catalogProductType":"Laptop Computers",
"averageRating":3.8,
"numberOfReviews":18,
"isOutOfStock":false,
"canonicalUrl":"/ip/HP-15-U5-8-512-Touch/19436203209",
"image":"https://i5.walmartimages.com/seo/HP-15-U5-8-512-Touch_...",
"priceInfo":{
"itemPrice":"$599.00",
"linePrice":"$429.00",
"linePriceDisplay":"Now $429.00",
"savings":"SAVE $170.00"
},
"availabilityStatusV2":{
"display":"In stock",
"value":"IN_STOCK"
},
"sellerName":"Walmart.com",
"departmentName":"Electronics"
}
}

Use Cases

• Price monitoring — track price changes across products or categories
• Market research — collect product data at scale for competitive analysis
• Inventory tracking — monitor availability status across SKUs
• Review analysis — aggregate customer sentiment from review data
• Product database — build structured catalogs from Walmart listings

Notes

• Walmart limits search results to 25 pages (~1,000 items per query)
• Reviews are only returned for product page scrapes, not search results
• The scraper uses Apify residential US proxies to avoid blocks

Contact

Questions, issues, or custom scraping needs: thenetaji@proton.me

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