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Walmart Search API

Walmart search API: results for any keyword and ZIP code

Type a keyword, pick a ZIP code, and get the Walmart results page as rows: rank, price, rating, seller, sponsored flag and the store behind it. About 36 products per call for €0.0015.

Start freeSee all data APIs
per 1,000 calls
€1.50
per call
€0.0015
0.15 cents
rows per call
up to 36
per 1,000 rows
≈ €0.0417

What shoppers in one area see when they search Walmart

The Walmart search API runs a keyword on Walmart and returns the results page as rows, about 36 products per call. Each row has the position, item ID, name, price, rating, review count, seller, stock status, fulfillment option and a sponsored flag. One search costs €0.0015, so 1,000 searches cost €1.50. That's roughly 36,000 product rows. See how that compares on our page of all data APIs and prices. Save the keywords once and each run's results are stored in your Scrapewise account, ready for the table, Excel, your AI assistant or the API.

Walmart search isn't the same everywhere. Prices and stock depend on the store Walmart picks for the shopper. You can send a US ZIP code or a store ID with the keyword, and every row records the store it came from: store ID, city, state and postal code. Run one keyword for five ZIP codes and you have a regional price map for that product type.

Each call also tells you how big the result set is. The context columns show the query, the total number of results Walmart reports and how many pages there are. If a keyword has 303 results across 16 pages, you know how crowded it is before you list a new item there.

Who uses the Walmart search API

  • Walmart Marketplace sellers

    Track where your item ranks for the 10 or 20 keywords that bring you sales, and see which items sit above you.

  • Product researchers

    Check a niche before you source it. Count how many page-one items Walmart sells itself, how many are sponsored and what the rating spread looks like.

  • Regional and grocery sellers

    Compare the price of the same product type between cities by running one keyword with several ZIP codes.

  • Agencies running Walmart ads

    Log which items take the sponsored slots on your client's keywords each day and how often your client shows up there.

How it works

  1. Save your keywords

    Add keywords to a scraper, with a ZIP code or store ID for one area. Each keyword and ZIP combination is one call at €0.0015.

  2. Schedule the searches

    Run daily, weekly or every few days. Each run saves about 36 dated rows per search, so you can track position over time.

  3. Read the results

    Sort by position, price or seller in the table and export Excel, pull rows by API, or ask your AI assistant: 'which sellers took the top 5 spots for air fryer this week?'

Set it up once. The data keeps coming.

Save your search once and it runs by itself. Every run lands in your own Scrapewise database, and you pick how to read it.

  1. Set it up once

    Add your ASINs, keywords, places or apps to a scraper in the web app. New accounts get 5 free requests.

  2. Runs on your schedule

    Pick daily, weekly on the days you choose, every few days, or the first or last day of the month. Scheduled runs start at night, European time. Need it more often? Start runs from your own code.

  3. Saved in your database

    Each run adds dated rows, so this week sits next to last week. Rows are kept for 90 days.

  4. Use it your way

    Open the table in the web app and download the latest run as an Excel file. Ask your own AI assistant about it. Or pull the rows into your code with an API key.

Ask your AI assistant about your own data

Connect Claude Desktop, Claude Code or another MCP app with a read-only key. The assistant reads the rows you've already collected, at no extra cost on Scrapewise. With a full-access key it can start a run for you too.

  • Which of my ASINs lost the Buy Box this week?
  • Which competitor cut prices the most since Monday?
  • Show the keywords where I dropped out of the top 10.

What you send and what you get

Send a keyword. You can add a US ZIP code or a store ID. You get one row per product on the results page, usually about 36.

You give
  • Keywordrequired
    milk
  • ZIP code (US)optional
    10001
  • Store IDoptional
    3520
You get

Up to 36 rows per call, 43 columns each

  • sw status
  • sw source url
  • sw position
  • sw title
  • sw url
  • sw external id
  • sw id kind
  • sw image
  • sw price
  • sw currency
  • sw price was
  • sw price unit
  • +31 more, see all columns

Sample rows from a real Walmart search

A real search for "milk" collected on 16 September 2026 for ZIP code 10001, store 3520 in New York. Scroll sideways to see every column.

8 sample rows, showing 15 of 43 columns. One call returns up to 36 rows.

8 sample rows, showing 15 of 43 columns. One call returns up to 36 rows.
sw status_sw_statusResult of this row: OK, no results, or an errorsw source url_sw_source_urlThe input you gave: a link, keyword or IDsw position_sw_positionRank of the item as the site shows itsw title_sw_titleMain name of the itemsw url_sw_urlDirect link to the itemsw external id_sw_external_idThe site's own ID for this itemsw id kind_sw_id_kindWhat kind of ID the external ID issw image_sw_imageMain image linksw price_sw_pricePrice as a numbersw currency_sw_currencyCurrency of the pricesw price was_sw_price_wasEarlier or list price, when shownsw price unit_sw_price_unitWhat the price covers: item, night, trip, offersw availability_sw_availabilityStock statussw seller_sw_sellerWho sells or publishes itsw rating_sw_ratingStar rating from 0 to 5
OKhttps://www.walmart.com/search?q=milk1Lactaid Whole Milk, 96 ozhttps://www.walmart.com/ip/Lactaid-Whole-Milk-96-oz/2361991023619910walmart_item_idhttps://i5.walmartimages.com/seo/Lactaid-Whole-Milk-96-oz_c7796258-f632-4606-b99d-54217af0e873.ae986520c42381fe62855e011a729bf3.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF6.38USDitemIN_STOCKWalmart.com4.7
OKhttps://www.walmart.com/search?q=milk2Tuscan Dairy Farms Whole Milk with Vitamin D - 32 fl ozhttps://www.walmart.com/ip/Tuscan-Dairy-Farms-Whole-Milk-with-Vitamin-D-32-fl-oz/102343851102343851walmart_item_idhttps://i5.walmartimages.com/seo/Tuscan-Dairy-Farms-Whole-Milk-with-Vitamin-D-32-fl-oz_396e6ca3-efda-4c41-921a-cabeacfd5797.1663f3e23ce10320f1e24e5e653705ce.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF1.58USDitemIN_STOCKWalmart.com4.5
OKhttps://www.walmart.com/search?q=milk3Lactaid 2% Reduced Fat Milk, 96 ozhttps://www.walmart.com/ip/Lactaid-2-Reduced-Fat-Milk-96-oz/1561053815610538walmart_item_idhttps://i5.walmartimages.com/seo/Lactaid-2-Reduced-Fat-Milk-96-oz_b60df497-e69c-4e3c-abbb-1389eefa25eb.85a161836317a337e291e9c4347bbea2.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF6.38USDitemIN_STOCKWalmart.com4.7
OKhttps://www.walmart.com/search?q=milk4Great Value Whole Vitamin D Milk, Gallonhttps://www.walmart.com/ip/Great-Value-Whole-Vitamin-D-Milk-Gallon-Plastic-Jug-128-Fl-Oz/1045011410450114walmart_item_idhttps://i5.walmartimages.com/seo/Great-Value-Whole-Vitamin-D-Milk-Gallon-Plastic-Jug-128-Fl-Oz_6a7b09b4-f51d-4bea-a01c-85767f1b481a.86876244397d83ce6cdedb030abe6e4a.jpeg4.07USDitemIN_STOCKWalmart.com4.6
OKhttps://www.walmart.com/search?q=milk5Great Value Milk Whole Vitamin D, Half Gallon, , 64 fl ozhttps://www.walmart.com/ip/Great-Value-Milk-Whole-Vitamin-D-Half-Gallon-Plastic-Jug-64oz/1045011810450118walmart_item_idhttps://i5.walmartimages.com/seo/Great-Value-Milk-Whole-Vitamin-D-Half-Gallon-Plastic-Jug-64oz_52ec45c4-586d-42c0-a42c-93218631e277.ec8d19bdf634f97445cbf455eac874a8.jpeg2.45USDitemIN_STOCKWalmart.com4.6
OKhttps://www.walmart.com/search?q=milk6fairlife Lactose Free Ultra Filtered Whole Milk, 52 fl ozhttps://www.walmart.com/ip/fairlife-Lactose-Free-Ultra-Filtered-Whole-Milk-52-fl-oz/4343677343436773walmart_item_idhttps://i5.walmartimages.com/seo/fairlife-Lactose-Free-Ultra-Filtered-Whole-Milk-52-fl-oz_5d90b9aa-c454-46f9-8b0e-c968749b16c8.2a543b17986cf4b80eac0baf57dc5dd0.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF4.78USD5.32itemIN_STOCKWalmart.com4.8
OKhttps://www.walmart.com/search?q=milk7fairlife Lactose Free 2% Reduced Fat Ultra Filtered Milk, 52 fl ozhttps://www.walmart.com/ip/fairlife-Lactose-Free-2-Reduced-Fat-Ultra-Filtered-Milk-52-fl-oz/4398434343984343walmart_item_idhttps://i5.walmartimages.com/seo/fairlife-Lactose-Free-2-Reduced-Fat-Ultra-Filtered-Milk-52-fl-oz_a677f4b7-68cb-428b-9cc2-6499201f09a5.dff10176883e8298bd1e03002d23df61.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF4.78USD5.32itemIN_STOCKWalmart.com4.8
OKhttps://www.walmart.com/search?q=milk8Lactaid Whole Milk, 64 ozhttps://www.walmart.com/ip/Lactaid-Whole-Milk-64-oz/1080161310801613walmart_item_idhttps://i5.walmartimages.com/seo/Lactaid-Whole-Milk-64-oz_7a72e55a-81a2-416d-a84e-53a82791df30.2281949da7f32b23bb58c5ab98382dbb.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF4.48USDitemIN_STOCKWalmart.com4.7

Column guide

Rows mix three kinds of columns. The sw columns (shown as sw position, sw price and so on) use the same names on every Scrapewise data API. The plain columns are Walmart's own fields. The ctx columns describe the search itself and repeat on every row from the same call.

Standard columns shared with every API

Handy when you put Walmart, Amazon and Google Shopping results in one sheet. sw position is the rank, sw sponsored is true for paid spots and sw location shows the store area.

  • sw status
  • sw source url
  • sw position
  • sw title
  • sw url
  • sw external id
  • sw id kind
  • sw image
  • sw price
  • sw currency
  • sw price was
  • sw price unit
  • sw availability
  • sw seller
  • sw rating
  • sw rating count
  • sw sponsored
  • sw location
  • sw fetched at

Rank and item

Position on the page, the Walmart item ID, the name, the link, the image and Walmart's category path.

  • position
  • item_id
  • name
  • url
  • image
  • category

Price, rating and seller

The price, list price when there is one, currency, star rating, review count, seller, stock status, first fulfillment option and the sponsored flag.

  • price
  • list_price
  • currency
  • rating
  • reviews_count
  • seller
  • availability
  • fulfillment[0]
  • sponsored

Store the results are for

The store ID, city, state and ZIP code Walmart used for this search.

  • ctx_store_store_id
  • ctx_store_city
  • ctx_store_state
  • ctx_store_postal_code

About the search

The query, total results Walmart reports, the page you got, the total number of pages and whether more pages exist.

  • ctx_query
  • ctx_total_results
  • ctx_page
  • ctx_total_pages
  • ctx_has_more_pages

What sellers do with Walmart search data

01

Track your keyword rank

Save your item's position for 10 keywords every day. When it drops from 4 to 19, you know within a day, not at the end of the month.

02

Compare prices across regions

Run one keyword with 5 ZIP codes and line up the price column. Grocery and household items often show different prices from store to store.

03

See who wins page one

Count rows by seller. If Walmart.com holds 25 of 36 spots, a third-party listing will have a hard time there.

04

Measure sponsored pressure

Count how many results have the sponsored flag set. A keyword where the top 8 spots are paid is one where organic rank alone won't get you seen.

05

Collect item IDs for deeper checks

Take the top items and pass their item IDs to the Walmart product API for UPCs, specs and store stock.

06

Spot new competitors each week

Compare this week's item IDs on page one with last week's. New IDs are new competitors, and you see their price and rating straight away.

Real setups and what they cost

  • Daily rank tracking

    A seller tracks 10 keywords in one ZIP code every day. That's 300 calls a month, or €0.45, for about 10,800 product rows.

    calls per month
    300
    cost per month
    €0.45

  • Regional price check

    A grocery brand runs 20 keywords across 5 ZIP codes once a week. About 400 calls a month for €0.60.

    calls per month
    400
    cost per month
    €0.60

  • Niche research before sourcing

    A product researcher checks 2,000 candidate keywords once to find niches with few sponsored spots and low review counts. 2,000 calls, €3.

    calls per month
    2,000
    cost per month
    €3

Why sellers pick this API

  • Results tied to a real store

    Every row carries the store ID and ZIP code it was priced for, so regional comparisons are honest.

  • Sponsored spots marked

    The sponsored flag lets you split paid from organic rank without eyeballing the page.

  • Cheap enough to run daily

    €0.0015 per search with no plan. Tracking 10 keywords a day costs less than €0.50 a month.

What your Walmart searches would cost

Enter your number of keywords, ZIP codes and how often you check. Each keyword and ZIP code pair is one call at €0.0015. Compare all data APIs

Rows (up to)
36,000
You pay
€1.50
FAQ

Frequently asked questions

Yes. Walmart shows local prices and stock. Each row notes the store ID, city, state and ZIP code that were used, so you can compare areas side by side.

Ready to pull Walmart data into your stack?

Start with 5 free requests. Then top up from €5 and pay €0.0015 per search, about 36 products each. See pay-as-you-go pricing for the details.

Start freeSee all data APIs

Explore other data APIs

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