Dataset · Retail & Omnichannel
Walmart Product Data, prices, stock & store availability
20 million-plus SKUs across Walmart.com and local stores — pricing, stock status, pickup/delivery availability, and product variants, delivered in the format your team uses today.
Tracking 20M+ SKUs across 4,700+ stores
20M+SKUs covered
DailyPrice & stock refresh
15Structured fields
walmart-products.json
Store-level inventory
Pickup & delivery status
Pickup & delivery status
Price history
90-day trend available
90-day trend available
4,700+ storesLocal inventory data
20M+ SKUsAcross all categories
JSON, CSV & ExcelSame schema, any format
Daily refreshPricing & stock status
Trusted data from leading platforms
Overview
Walmart data, without the complexity of scraping
Walmart's website is notoriously difficult to scrape at scale — dynamic rendering, frequent layout changes, and aggressive bot detection make it a maintenance nightmare. The Walmart Product Dataset removes that burden entirely. It's powered by the same infrastructure we use for our enterprise scraping API, already adapted to Walmart's unique structure, already normalized into a clean schema.
You define the SKUs, categories, or geographic regions you need. We handle collection, parsing, and daily refresh. What you get is a structured dataset of product prices, stock status, and store availability — ready for competitive analysis, inventory planning, or price monitoring.
- 20M+ SKUs across every major department
- Store-level availability for 4,700+ locations
- Daily price and stock status refresh
- Delivered as JSON, CSV, or Excel
- Free sample export before you commit
See it before you buy it
The same Walmart records, in whichever format your stack expects
No conversion step, no separate schema to learn — switch formats any time without touching your pipeline.
walmart-products.json
[
{
"sku": "123456789",
"title": "Wireless Bluetooth Earbuds",
"price": 29.97,
"list_price": 49.99,
"stock_status": "in_stock",
"store_availability": "pickup_available",
"category": "Electronics"
},
{
"sku": "987654321",
"title": "Stainless Steel Cookware Set",
"price": 89.00,
"list_price": 119.00,
"stock_status": "limited_stock",
"store_availability": "shipping_only",
"category": "Kitchen & Dining"
}
]
{
"sku": "123456789",
"title": "Wireless Bluetooth Earbuds",
"price": 29.97,
"list_price": 49.99,
"stock_status": "in_stock",
"store_availability": "pickup_available",
"category": "Electronics"
},
{
"sku": "987654321",
"title": "Stainless Steel Cookware Set",
"price": 89.00,
"list_price": 119.00,
"stock_status": "limited_stock",
"store_availability": "shipping_only",
"category": "Kitchen & Dining"
}
]
| sku | title | price | list_price | stock_status | store_availability | category |
|---|---|---|---|---|---|---|
| 123456789 | Wireless Bluetooth Earbuds | 29.97 | 49.99 | in_stock | pickup_available | Electronics |
| 987654321 | Stainless Steel Cookware Set | 89.00 | 119.00 | limited_stock | shipping_only | Kitchen & Dining |
| 456789123 | Yoga Mat Non-Slip | 19.88 | 24.99 | in_stock | pickup_available | Sports |
| 789123456 | LED Desk Lamp with USB | 15.97 | 22.99 | out_of_stock | unavailable | Home |
| A · sku | B · title | C · price | D · list_price | E · stock_status | F · store_availability | |
|---|---|---|---|---|---|---|
| 1 | 123456789 | Wireless Bluetooth Earbuds | 29.97 | 49.99 | in_stock | pickup_available |
| 2 | 987654321 | Stainless Steel Cookware Set | 89.00 | 119.00 | limited_stock | shipping_only |
| 3 | 456789123 | Yoga Mat Non-Slip | 19.88 | 24.99 | in_stock | pickup_available |
| 4 | 789123456 | LED Desk Lamp with USB | 15.97 | 22.99 | out_of_stock | unavailable |
How it works
From request to a running data feed
1
Request a sample
Tell us the SKUs, categories, or regions you care about — no commitment needed.
2
Review real data
We send a live export so you can check schema, coverage, and quality against your own use case.
3
Pick a plan
Choose coverage and refresh frequency based on what the sample showed you.
4
Choose your delivery
JSON, CSV, Excel, S3, or a direct warehouse connection — set once, delivered on schedule.
5
Data keeps flowing
Daily refresh on pricing and stock status, with monitoring in place if Walmart changes anything upstream.
Why choose ScraperScoop
What makes this Walmart dataset reliable
Built for Walmart's anti-bot measures
Walmart actively blocks scrapers and changes its markup frequently. This dataset is sourced through infrastructure specifically engineered to handle Walmart's unique challenges.
Daily refresh where it matters
Prices and stock status can change multiple times a day. We refresh daily by default, with more frequent options available on Growth and Enterprise plans.
Store-level availability
For supported regions, we provide pickup and delivery status at the store level — essential for omnichannel and local inventory analysis.
One schema, every format
JSON, CSV, and Excel exports all share the same field names and types, so moving between tools or formats never means remapping your pipeline.
99.95% uptime SLA
The dataset runs on the same infrastructure as our enterprise API, backed by a contractual uptime commitment on Growth and Enterprise plans.
A team that answers
Questions about schema, coverage, or a field you don't see get answered by someone who understands the dataset, not a ticket queue.
Dataset schema
Every field included, in plain terms
| Field | Description | Type |
|---|---|---|
| sku | Walmart product identifier | Core |
| title | Full product title as listed | Core |
| brand | Brand or manufacturer name | Core |
| price | Current listed price | Core |
| list_price | Strikethrough / original price, if shown | Core |
| stock_status | In stock, limited stock, or out of stock | Core |
| store_availability | Pickup, delivery, shipping, or unavailable | Optional |
| category | Primary Walmart category | Core |
| subcategory | Secondary category / department | Core |
| variants | Size, color, and style variant data | Optional |
| images | Product image URLs | Optional |
| description | Product description text | Optional |
| rating | Average star rating | Optional |
| review_count | Total number of reviews | Optional |
| marketplace | Walmart.com or regional variant | Core |
| last_updated | Timestamp of the most recent refresh | Core |
WALMART_SAMPLE.CSV
Previewing 10 of 50 records
| Product Id | Product Link | Product Name | Product Image | Brand | Title | reviews | Ratings | dollar | cents | price | pickup/shipping | b | best seller | MRP |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18564351654 | https://www.walmart.com/ip/WA-HENLEY-TANK/18564351654?classType=VARIANT | Girls Henley Tank Top with Lace Trim, Sizes 4-18 $6.98 | https://i5.walmartimages.com/seo/WA-HENLEY-TANK_b6401aa7-37b9-4686-bda4-1cfa8e1bfb2a.21f5cba3ea30377d6887fbdedc788470.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Weekend Academy | Girls Henley Tank Top with Lace Trim, Sizes 4-18 | 4 | 4.8 out of 5 Stars. 4 reviews | 6 | 98 | current price $6.98 | Shipping arrives | today | ||
| 18795223357 | https://www.walmart.com/ip/WA-DENIM-SHORT/18795223357?classType=VARIANT | Girls Denim Cutoff Shorts, Sizes 4-18 $12.98 | https://i5.walmartimages.com/seo/WA-DENIM-SHORT_a840be91-04c4-4bdf-a939-ae3b6ed3acdb.0569d02de9e9f4321dba40a7a4d42c77.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Weekend Academy | Girls Denim Cutoff Shorts, Sizes 4-18 | 3 | 5 out of 5 Stars. 3 reviews | 12 | 98 | current price $12.98 | Pickup | today | ||
| 17834256863 | https://www.walmart.com/ip/Weekend-Academy-Girl-s-Short-Sleeve-Graphic-T-Shirt-Sizes-4-18/17834256863?classType=VARIANT&athbdg=L1600 | Best seller Girls Oversized Graphic Tee with Short Sleeves, Sizes 4-18 $3.70 Was $7.48 | https://i5.walmartimages.com/seo/Weekend-Academy-Girl-s-Short-Sleeve-Graphic-T-Shirt-Sizes-4-18_52ff270e-5422-4d76-9158-5888bfa8f503.e07c2dd750a28f429e1408b908087b3f.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Weekend Academy | Girls Oversized Graphic Tee with Short Sleeves, Sizes 4-18 | 132 | 4.5 out of 5 Stars. 132 reviews | 3 | 70 | current price Now $3.70, Was $7.48 | Pickup | today | Best seller | $7.48 |
| 18652062537 | https://www.walmart.com/ip/WN-TANK-PLAY-DRESS/18652062537?classType=VARIANT&athbdg=L1600 | Best seller Girls Tank Play Dress,Sizes XS-XLP $5.98 | https://i5.walmartimages.com/seo/WN-TANK-PLAY-DRESS_ea9c4709-f534-435d-bdc8-b89138e0c8a6.93a5adc310287b09ec2f03b3b0d6c034.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Wonder Nation | Girls Tank Play Dress,Sizes XS-XLP | 57 | 4.8 out of 5 Stars. 57 reviews | 5 | 98 | current price $5.98 | Shipping arrives | today | Best seller | |
| 18645920660 | https://www.walmart.com/sp/track?bt=1&eventST=click&plmt=sp-browse-middle~desktop~&pos=5&tax=5438_7712430_1660851_2030359&rdf=1&rd=https%3A%2F%2Fwww.walmart.com%2Fip%2FJustice-Girls-Ombre-Pleated-Skirt-Sizes-XS-XLP%2F18645920660%3FclassType%3DVARIANT%26adsRedirect%3Dtrue&adUid=ed2cd9bc-d657-4115-84b6-c7af7173e070&mloc=sp-browse-middle&pltfm=desktop&pgId=5438_7712430_1660851_2030359&pt=browse&spQs=M4i7avJ-sMo3j6YSNeaMLAoiXKAeGdG-A6qXVwkT2_MTjnpwTL4K8-m7zFCsL4M1I0-4b0eHxgRKJ6anPMx0vGNOM42eSiluKrnIMsVYqug-urbSpS6SlJkVslW5i5zJnumsHe3012-1Z0b-D0khg2pnD4iB_v-bNmpkBdtfMifgPADVw-rW-q9tUlQz_UWlNYJN9023EtW0pF2VVLw6cITRb8D-bRq56QBPG5ZN6c7yCIAKaGezw-Te9fbtRDhN&storeId=3081&specificity=&specificityScore=&couponState=na&bkt=ace1_default%7Cace2_default%7Cace3_default%7Cbb_2_14066%7Csearch_default&classType=VARIANT | Girls Ombre Pleated Skirt, Sizes XS - XLP $14.00 | https://i5.walmartimages.com/seo/Justice-Girls-Ombre-Pleated-Skirt-Sizes-XS-XLP_9d7a4da9-0f96-455b-a0b8-6aa2c454ba52.ec29831eb6f7604b06abd7731bdebe5e.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Justice | Girls Ombre Pleated Skirt, Sizes XS - XLP | 3 | 5 out of 5 Stars. 3 reviews | 14 | 0 | current price $14.00 | Pickup | today | ||
| 18219421313 | https://www.walmart.com/sp/track?bt=1&eventST=click&plmt=sp-browse-middle~desktop~&pos=6&tax=5438_7712430_1660851_2030359&rdf=1&rd=https%3A%2F%2Fwww.walmart.com%2Fip%2FRuisita-3-Pack-Unisex-Baby-Toddler-Cotton-Shorts-with-Drawstring-Baby-Pull-on-Solid-Shorts-Soft-Clothes-for-Summer-Daily%2F18219421313%3FclassType%3DVARIANT%26adsRedirect%3Dtrue&adUid=ed2cd9bc-d657-4115-84b6-c7af7173e070&mloc=sp-browse-middle&pltfm=desktop&pgId=5438_7712430_1660851_2030359&pt=browse&spQs=whIMh-lo2A1pNen8rX5Yi_VluikgGW-aTMpL3XhPzRR4MI6DTb8sAWTrxpN78XjlaN_Xtea4yJTMSsr1_8s6QJVpNpmVmB4CAn6rJQXCVYc1zVqbKA2AIL_v02KzKBYuOHGOhzZsGH1v8RfoGPSInH3OACyfOdkM1Tuawul55MghFpQF8-K9P6Lays1Jqb5-iQc98_ED1__4GKxq4tlDt12GAozOuesv4pwNowaLjAo6WFgrtzu8BetnB1Zl_c6L&storeId=3081&specificity=&specificityScore=&couponState=na&bkt=ace1_default%7Cace2_default%7Cace3_default%7Cbb_2_14066%7Csearch_default&classType=VARIANT | 3 Pack Unisex Baby Toddler Cotton Shorts Baby Pull-on Solid Shorts Soft Clothes for Summer Daily $12.99 | https://i5.walmartimages.com/seo/Ruisita-3-Pack-Unisex-Baby-Toddler-Cotton-Shorts-with-Drawstring-Baby-Pull-on-Solid-Shorts-Soft-Clothes-for-Summer-Daily_89e1ad66-906b-4544-9cf3-7acfb91d6c09.4c7fd46b0f194a6f74f82dba18a859f2.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Ruisita | 3 Pack Unisex Baby Toddler Cotton Shorts Baby Pull-on Solid Shorts Soft Clothes for Summer Daily | 1 | 5 out of 5 Stars. 1 reviews | 12 | 99 | current price $12.99 | Shipping arrives | in 3+ days | ||
| 19168458967 | https://www.walmart.com/sp/track?bt=1&eventST=click&plmt=sp-browse-middle~desktop~&pos=7&tax=5438_7712430_1660851_2030359&rdf=1&rd=https%3A%2F%2Fwww.walmart.com%2Fip%2FBocaoying-12-Pairs-Girl-Crew-Athletic-Socks-Cotton-Socks-with-Retro-Stripes-Flower-Cartoon-Patterns-for-Kids-Running-Sport-Indoor-Outdoor-Aged%2F19168458967%3FclassType%3DVARIANT%26adsRedirect%3Dtrue&adUid=ed2cd9bc-d657-4115-84b6-c7af7173e070&mloc=sp-browse-middle&pltfm=desktop&pgId=5438_7712430_1660851_2030359&pt=browse&spQs=hzoejdMjYoml0qibsWn5hPyMrc5K67xa5jf5xzEd_iUAz1zZo0nRrIeRTbIkk35rDkGICpvgXl2NaCDs3rbxvWNOM42eSiluKrnIMsVYqug-urbSpS6SlJkVslW5i5zJj2mHm7XS66tHDLeJ5krya7qwduJkD5gTKlFYb7J4nnhvk61-cl-axRGfe7Ep4DWInlzdgnmjyW8nQgswxVJqXoTRb8D-bRq56QBPG5ZN6c7yCIAKaGezw-Te9fbtRDhN&storeId=3081&specificity=&specificityScore=&couponState=na&bkt=ace1_default%7Cace2_default%7Cace3_default%7Cbb_2_14066%7Csearch_default&classType=VARIANT | Girls Cotton Athletic Crew Socks, Cute Stripes Heart & Flower Designs, 12 Pairs, Ages 3-12 $11.99 | https://i5.walmartimages.com/seo/Bocaoying-12-Pairs-Girl-Crew-Athletic-Socks-Cotton-Socks-with-Retro-Stripes-Flower-Cartoon-Patterns-for-Kids-Running-Sport-Indoor-Outdoor-Aged_1b2a65de-f477-474f-9a7b-1cc4758f7abc.41bade35b483b8f7c3284791dc4cc4fd.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | Bocaoying | Girls Cotton Athletic Crew Socks, Cute Stripes Heart & Flower Designs, 12 Pairs, Ages 3-12 | 13 | 4.9 out of 5 Stars. 13 reviews | 11 | 99 | current price $11.99 | Shipping arrives | tomorrow | ||
| 19318963404 | https://www.walmart.com/sp/track?bt=1&eventST=click&plmt=sp-browse-middle~desktop~&pos=8&tax=5438_7712430_1660851_2030359&rdf=1&rd=https%3A%2F%2Fwww.walmart.com%2Fip%2F25-Pairs-Toddler-Kids-Socks-Ankle-Athletic-Low-Cut-Short-Socks-for-Boys-Girls-1-14-Years%2F19318963404%3FclassType%3DVARIANT%26adsRedirect%3Dtrue&adUid=ed2cd9bc-d657-4115-84b6-c7af7173e070&mloc=sp-browse-middle&pltfm=desktop&pgId=5438_7712430_1660851_2030359&pt=browse&spQs=NMDizcLtRRl2NhObN-gbsm-rVX8zwKRhCUUynoPSsrI2pLmOOBwh2sEitOLbSo_HYHap7T0riuLqZlucvU5eX2NOM42eSiluKrnIMsVYqug-urbSpS6SlJkVslW5i5zJqpsBtaVW72rf0l9sb0e632QUP_tov2F6WSca3iCFqjWcPTGccKOE8qAYBcC3LN1Ctk-LpwUNNq1Xto6dZsuHcOvIPKznhQcsltOMxFdAULvnhQS3cihoQMn_ZY_QJdKnlU9k8uTobp7ugtICFmhImQ&storeId=3081&specificity=&specificityScore=&couponState=na&bkt=ace1_default%7Cace2_default%7Cace3_default%7Cbb_2_14066%7Csearch_default&classType=VARIANT | 25 Pairs Toddler Kids Socks, Ankle Athletic Low Cut Short Socks for Boys Girls 1-14 Years $12.99 Was $17.99 | https://i5.walmartimages.com/seo/25-Pairs-Toddler-Kids-Socks-Ankle-Athletic-Low-Cut-Short-Socks-for-Boys-Girls-1-14-Years_19d8dc08-e69f-4aa0-8438-8b843be45343.f6a67fb51e2050049a6f1083964bfcd8.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | GENTABY | 25 Pairs Toddler Kids Socks, Ankle Athletic Low Cut Short Socks for Boys Girls 1-14 Years | 8 | 5 out of 5 Stars. 8 reviews | 12 | 99 | current price Now $12.99, Was $17.99 | Shipping arrives | in 3+ days | $17.99 | |
| 19303923436 | https://www.walmart.com/ip/PatPat-Girls-Outfits-2-Piece-Outfit-Set-Ruffle-Sleeve-Top-Floral-Shorts-Girls-Summer-Clothes-Kids-Clothing-Set-Sizes-5-12Y/19303923436?classType=VARIANT | Girls Outfits 2 Piece Outfit Set Ruffle Sleeve Top Floral Shorts Girls Summer Clothes Kids Clothing Set Sizes 5-12Y $17.81 Was $27.99 | https://i5.walmartimages.com/seo/PatPat-Girls-Outfits-2-Piece-Outfit-Set-Ruffle-Sleeve-Top-Floral-Shorts-Girls-Summer-Clothes-Kids-Clothing-Set-Sizes-5-12Y_09f9eaeb-1ffa-4fa5-9b94-f54ece39f271.307bacaec7a7ce20c0c9dd9171d8d8a9.png?odnHeight=864&odnWidth=576&odnBg=FFFFFF | PatPat | Girls Outfits 2 Piece Outfit Set Ruffle Sleeve Top Floral Shorts Girls Summer Clothes Kids Clothing Set Sizes 5-12Y | 89 | 4.4 out of 5 Stars. 89 reviews | 17 | 81 | current price Now $17.81, Was $27.99 | Shipping arrives | Mon, May 4 | $27.99 | |
| 1671479350 | https://www.walmart.com/ip/PatPat-2pcs-Kid-Girl-Bowknot-Design-Sleeveless-Tee-and-Floral-Print-Leggings-Shorts-Set/1671479350?classType=VARIANT | 2pcs Kid Girl Bowknot Design Sleeveless Tee and Floral Print Leggings Shorts Set $14.99 Was $20.99 | https://i5.walmartimages.com/seo/PatPat-2pcs-Kid-Girl-Bowknot-Design-Sleeveless-Tee-and-Floral-Print-Leggings-Shorts-Set_cef7c7fa-2bc0-4e1b-a5d5-4c8a54ded71f.edca4d65e293fe1f518f1064f3cd520b.jpeg?odnHeight=864&odnWidth=576&odnBg=FFFFFF | PatPat | 2pcs Kid Girl Bowknot Design Sleeveless Tee and Floral Print Leggings Shorts Set | 350 | 4.6 out of 5 Stars. 350 reviews | 14 | 99 | current price Now $14.99, Was $20.99 | Shipping arrives | in 3+ days | $20.99 |
Showing 10 records out of 50 total records in the file
Pricing
Priced by coverage, not by seat
Every plan includes JSON, CSV, and Excel delivery, plus a free sample before you commit.
Sample
Validate schema and quality before buying anything.
Free
500 sample records, one-time export
- Real, current Walmart data
- JSON, CSV, or Excel
- Delivered within 1 business day
Starter
A defined SKU list or category on Walmart.com.
$399/ month
Up to 250,000 SKUs, daily refresh
- 1 region (US)
- Daily price & stock refresh
- JSON, CSV & Excel delivery
- Email support
Most popular
Growth
Multi-region coverage with store-level availability.
$1,199/ month
Up to 2M SKUs, daily refresh
- Up to 5 regions / store clusters
- Store-level availability data
- Warehouse & S3 delivery
- Chat & email support, <4h
Enterprise
Full catalog across all regions, custom SLA.
Custom
Full 20M+ SKU catalog, all regions
- All Walmart regions
- 99.95% uptime SLA
- Dedicated account manager
- Custom schema fields on request
Delivery options
Get it however your team already works
JSON
CSV
Excel (.xlsx)
Amazon S3
Snowflake / BigQuery
REST API access
Webhooks
Why not build it yourself
Dataset vs. an in-house Walmart scraper
| Capability | Walmart Product Dataset | In-house scraper |
|---|---|---|
| Time to first data | Same day (sample) | Weeks to months |
| Anti-bot handling | ||
| Store-level availability | ||
| Maintenance when Walmart changes markup | Handled for you | Your team's responsibility |
| Excel-ready export |
What customers say
Teams using Walmart data to optimize pricing and inventory
★★★★★
"We needed to monitor Walmart's pricing on our top 500 SKUs. The daily refresh gave us the confidence to adjust our own prices in near real-time."
★★★★★
"The store-level availability data was a game-changer for our local ad campaigns. We could target zip codes where products were actually in stock."
★★★★★
"We were scraping Walmart ourselves and it broke every two weeks. Switching to ScraperScoop saved us an entire engineering month per year."
Frequently asked
Questions about the Walmart Product Dataset
The dataset includes SKU, product title, brand, current price, list price, stock status (in stock/out of stock), store availability (pickup, delivery, shipping), product variants, and marketplace region — all structured for retail analytics and competitive monitoring.
Pricing and stock status refresh daily by default. Store-level availability can be refreshed more frequently on request. Historical pricing is retained for up to 90 days.
Yes. For supported zip codes, we can include store-level pickup availability and in-stock status, making it useful for local inventory monitoring and omnichannel analysis.
Yes. The dataset is available as JSON, CSV, or Excel (.xlsx), with the same schema across all three formats so switching formats later doesn't require any rework.
Yes. Every plan includes a free sample export of real records so you can validate schema, coverage, and data quality before choosing a plan.
Enterprise plans can include custom fields on request. If you need something highly specific, our custom web scraping team can also build a fully bespoke pipeline around your schema.
See real Walmart data before you decide anything
Send us a few SKUs or a category — we'll return a live sample export in JSON, CSV, or Excel within one business day.
No commitment required to see real data first.
Free sample export
JSON, CSV & Excel
Store-level availability
