Scrape Walmart Products
Pricing
from $1.50 / 1,000 products from search results
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Scrape Walmart Products
Scrape Walmart products by search query or URL. Get pricing, stock, ratings, seller info, images, and full product details via API, no browser needed. Variations included free.
Pricing
from $1.50 / 1,000 products from search results
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Developer
Vladimir Efimenco
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1
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2 days ago
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Walmart Products Scraper | Search, Product Details & Pricing API
Scrape Walmart products at scale, straight into clean JSON. This Walmart Products Scraper runs real search queries or looks up specific product URLs, and pulls pricing, stock status, ratings, seller info, images, and full product detail, no browser rendering required.
Looking to scrape Walmart reviews instead? Use my Walmart Reviews Scraper for ratings, review text, and reviewer data on any product.
⚡ Why this Walmart Products Scraper
- No browser session required. This Walmart scraper talks directly to the same backend the Walmart app uses, so there's nothing to render and nothing to wait on.
- Two modes in one actor. Run search queries and get matching products, or feed in product URLs/IDs directly for full detail lookups - whichever fits the job.
- Enrich search results on demand. Turn on Enrich Product Data and every product found in a search gets visited for full detail: specs, description, review summary, and all customer reviews - not just what the search page returns.
- Full pricing picture. Current price, list price, was price, savings amount, discount percentage, and price ranges across variations - all as clean numbers, not just display strings.
- Product variations included, and never charged. Size, color, and other variant combinations come back in their own dataset with per-variant pricing and images - and they don't count toward your bill.
- Filter search results your way. Sort by price, rating, or best seller. Filter by special offers (Rollback, Clearance, Reduced Price), customer rating range, and retailer type (Walmart, Pro Sellers, Marketplace).
- Review summaries included. Average rating, star-by-star breakdown, review aspects (build quality, fit, value for money, and more), top positive and negative reviews, and individual customer reviews with photos.
- Proxies included. Residential proxies are already wired in, no setup needed.
- Fast. Pure HTTP requests to Walmart's own API, no page load, no rendering delay.
🎯 Who uses this Walmart Products Scraper
- E-commerce sellers and brand managers tracking pricing, stock, and competitor listings across Walmart categories.
- Market researchers and price monitoring teams comparing prices, discounts, and seller types across Walmart product searches.
- Dropshippers and arbitrage sellers scanning Walmart search results for Rollback and Clearance deals, with full variant pricing.
- Data teams and BI dashboards that need structured Walmart product data without maintaining their own Walmart scraper or Walmart product API integration.
- Developers building AI agents that need to search or look up Walmart products on demand.
🧭 Two modes
🔍 Search Mode - run one or more search queries, choose how many result pages to fetch per query, and optionally turn on Enrich Product Data to visit every result for full product detail. Sort and filter results by price, rating, special offers, and seller type.
📦 Product Mode - pass in product URLs or numeric item IDs directly and get full product detail for each one, no search needed.
📋 Data Fields
🔍 Search Results (58 fields)
| Field | Description |
|---|---|
query | Search query that returned this product |
page | Search result page number this product was found on |
id | Internal Walmart product ID |
us_item_id | Walmart US item ID |
gtin | Global Trade Item Number |
seller_offer_id | ID of this specific seller's offer for the product |
additional_offer_count | Number of other sellers also offering this product |
sales_unit_type | Unit the product is sold by (e.g. EACH) |
name | Product name/title |
brand | Product brand |
department | Department the product belongs to (e.g. Clothing) |
category_path | Full category path |
product_type | Catalog product type (e.g. Athletic Shoes) |
key_attributes | Key product attributes/specifications, if provided |
url | Direct link to the product page |
price | Current price (number) |
price_display | Formatted current price (e.g. $19.90) |
was_price | Original price before discount, if marked via wasPrice (number) |
list_price | Original list price before discount, if marked via listPrice (number) |
list_price_display | Formatted list price (e.g. $5.99) |
savings_amount | Amount saved compared to the list price (number) |
savings_display | Formatted savings message (e.g. SAVE $1.12) |
min_price | Lowest price across product variations |
max_price | Highest price across product variations |
price_range_display | Formatted price range across variations (e.g. Options from $18.98) |
discount_percent | Discount percentage off the original price |
unit_price | Price per unit, if applicable |
condition_price_min | Lowest price among used/refurbished offers |
condition_price_max | Highest price among used/refurbished offers |
promo_discount | Active promotional discount, if any |
promotion_messages | Promotional messages shown on the product |
in_stock | Whether the product is currently in stock |
availability_display | Human-readable availability status (e.g. In stock) |
available_quantity | Quantity available, if disclosed |
order_limit | Maximum quantity that can be ordered at once |
order_min_limit | Minimum quantity required per order |
rating | Average customer rating |
reviews_count | Total number of reviews |
seller_id | ID of the seller offering this product |
seller_name | Name of the seller offering this product |
seller_type | Type of seller (e.g. Marketplace, Walmart) |
catalog_seller_id | Seller ID as recorded in the catalog |
fulfillment_type | Fulfillment method (e.g. FC, WFS) |
condition | Product condition (e.g. New) |
is_preowned | Whether the product is listed as preowned |
preowned_condition | Condition grade for preowned items |
new_condition_product_id | ID of the new-condition equivalent, if this is a preowned listing |
primary_image | Main product image URL |
images | All available product image URLs |
variations | Available product variations (size, color, etc.) with availability |
variant_count | Number of variations this product has |
is_sponsored | Whether this result is a sponsored/ad placement |
class_type | Item class type (e.g. VARIANT) |
age_range | Target age range, if applicable |
can_add_to_list | Whether the item can be added to a wishlist |
buy_now_eligible | Whether the item supports Buy Now |
wfs_enabled | Whether fulfilled via Walmart Fulfillment Services |
offer_type | Type of offer on this listing |
snap_eligible | Whether the product is eligible for SNAP/EBT payment |
returnable | Whether the product can be returned |
subscription_eligible | Whether the product supports subscribe & save |
associated_bundle_id | ID of an associated product bundle, if any |
is_preorder | Whether the product is available for preorder |
preorder_message | Preorder messaging shown to customers |
preorder_release_date | Expected release date for preorder items |
top_result | Whether Walmart marks this as a top search result |
winning_product_id | ID of the product variant selected as the winning listing |
discounts | Active discounts applied to the product |
collectibles | Collectible-related metadata, if applicable |
📦 Product Details (53 fields)
| Field | Description |
|---|---|
url | Direct link to the product page |
us_id | Walmart US item ID |
product_id | Internal Walmart product ID |
manufacturerProductId | Manufacturer's own product ID |
name | Product name/title |
category_path | Category path as displayed |
category_detailed | Full detailed category path with IDs |
ironbankCategory | Walmart's internal Ironbank category classification |
brand | Product brand |
isPriceReduced | Whether the price is currently reduced from the original |
price | Current price |
wasPrice | Original price before discount, if reduced |
savingAmount | Amount saved compared to the original price |
currency | Currency unit of the price |
salesUnitType | Unit the product is sold by (e.g. EACH) |
gender | Target gender, if applicable |
offerType | Type of offer on this listing |
sellerName | Internal name of the seller |
sellerDisplayName | Customer-facing display name of the seller |
rating | Average customer rating |
reviewsCount | Total number of reviews |
textReviewsCount | Number of reviews that include written text |
sellerReviewCount | Number of reviews for the seller |
sellerAverageRating | Average rating of the seller |
specifications | Structured product specifications |
longDescriptionRaw | Full product description as raw HTML |
longDescriptionText | Full product description as plain text |
shortDescription | Short summary description of the product |
gradingLabel | Condition grading label, for used/refurbished items |
returnAttributes | Return policy details for this product |
tobaccoStaticMesages | Tobacco-related compliance messaging, if applicable |
isReplenishable | Whether the product supports auto-reorder/subscription |
productDisclaimers | Legal/safety disclaimers shown for this product |
productType | Catalog product type |
gtin | Global Trade Item Number |
upc | Universal Product Code |
main_image | Main/hero product image URL |
all_media | All product images and videos, each with type and URL |
availabilityStatus | Current stock availability status |
availableQuantity | Quantity available, if disclosed |
buyNowEligible | Whether the item supports Buy Now |
isGetItNowEligible | Whether the item is eligible for Get It Now delivery |
availableFulfillmentOptions | Fulfillment options available for this product |
sellerType | Type of seller (e.g. Marketplace, Walmart) |
warranty | Warranty information, if provided |
ingredients | Ingredients list, for applicable products |
drugGuide | Drug facts/guide content, for applicable products |
sizeCharts | Size chart data, if provided |
videos | Product videos |
genAiDetails | AI-generated product description bullet points |
ReviewSummary | Aggregate review stats: rating breakdown, aspects, top positive/negative review |
customerReviews | Individual customer reviews with rating, text, and reviewer details |
productHighlights | Key product highlights/bullet points |
🎨 Product Variations (13 + up to 10 attribute fields, never charged)
| Field | Description |
|---|---|
product_id | ID of the parent product this variant belongs to |
productId | Internal Walmart product ID for this specific variant |
usItemId | Walmart US item ID for this specific variant |
availability | Stock availability status of this variant |
isPriceReduced | Whether this variant's price is currently reduced |
price | Current price of this variant |
priceString | Formatted current price (e.g. $19.90) |
wasPrice | Original price before discount, if reduced |
wasPriceString | Formatted original price |
savings | Savings info for this variant |
savingsAmount | Amount saved compared to the original price |
main_image | Main image URL for this variant |
all_images | All image URLs for this variant |
Option1 Name / Option1 Value | First variant attribute, e.g. Color: Black |
Option2 Name / Option2 Value | Second variant attribute, if any |
Option3 Name / Option3 Value | Third variant attribute, if any |
Option4 Name / Option4 Value | Fourth variant attribute, if any |
Option5 Name / Option5 Value | Fifth variant attribute, if any |
🔧 Input options
| Field | Description |
|---|---|
mode | search or product |
searchQueries | Search terms to run (Search Mode) |
maxPages | How many result pages to fetch per query (Search Mode) |
enrichProductData | Visit every search result for full product detail (Search Mode) |
sorting | Sort order: price low/high, best seller, rating high, new (Search Mode) |
offersFilters | Filter by Rollback, Clearance, Reduced Price (Search Mode) |
ratingFilter | Filter by customer rating range (Search Mode) |
retailerType | Filter by Walmart, Pro Sellers, or Marketplace (Search Mode) |
productUrls | Product URLs or numeric item IDs to fetch (Product Mode) |
📋 Example output - Search Result
📋 Example output - Product Detail
📋 Example output - Variation
🚀 Running the actor
Via Apify Console
Open the actor page, fill in the input form, and click Start.
Via Apify API: Python
Via Apify API: Node.js
Example input JSON - Search Mode
Example input JSON - Product Mode
🤖 Using this actor with AI agents and MCP
This Walmart scraper works as a tool call for AI agents that need structured Walmart product data on demand, no scraping code to write or maintain. Point an agent at the Walmart Products Scraper when it needs to:
- Search Walmart for products matching a query, with pricing, stock, and rating already parsed
- Look up full product detail - specs, description, reviews - given a URL or item ID
- Compare prices, discounts, or seller types across a set of search results
- Pull product variations (sizes, colors) with their own pricing and availability
- Filter results down to Rollback deals, a rating range, or a specific seller type before summarizing them
Input and output are both plain JSON, so an agent can call this actor, wait for the dataset, and read the results directly, no HTML parsing, no pagination logic, no proxy setup on the agent's side.
❓ FAQ
How is this different from other Walmart scrapers? Most run a full browser to load the search or product page. This Walmart Products Scraper calls Walmart's own backend directly and returns search results, full product detail, and variations - all in one actor, with two modes to pick from.
Does this scraper need an account or API key? No. It extracts publicly available product data.
Can I pass a product ID instead of a URL? Yes. Drop the numeric Walmart item ID straight into productUrls in Product Mode, and it works the same as a full URL.
Am I charged for product variations? No. Variations are returned in their own dataset and never count toward your bill.
What's the difference between Search Mode with Enrich on, and Product Mode? Search Mode finds products matching a query; turning on Enrich visits each result for full detail. Product Mode skips search entirely and fetches full detail directly for URLs/IDs you already have.
Can I filter search results by price or rating? Yes. Use sorting for price/rating/best-seller order, and ratingFilter, offersFilters, or retailerType to narrow results further.
Do I need my own proxies? No. Proxies are built into the actor.
Is this legal? Can I scrape publicly available product data? This tool extracts publicly available product data. You're responsible for complying with the target site's terms of service and applicable data protection laws for your use case.
💳 Pricing
Pay-per-result. You're charged for search results and product details actually delivered - not for pages fetched, requests made, or product variations returned.
⚠️ Notes
- Free-tier accounts are capped on pages per query and product count per run. Upgrade to a paid Apify plan for full volume and batch scraping.
- Data reflects what's publicly listed on walmart.com at the time of the run; the source updates continuously.
🔗 See also
Need reviews instead of product data? Check out:
- Walmart Reviews Scraper
- Expedia Reviews Scraper
- Tripadvisor Reviews Scraper
- Booking.com Reviews Scraper
- AirBnb Reviews Scraper
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