Walmart: scrapers and the official API, compared

Product search, prices, sellers, reviews and stock status.

Short answer

For most Walmart jobs, start with Walmart.com Product Search & Price Filter Scraper: it covers 5 of 6 core fields (title, price, seller, rating and 1 more) at $0.99 per 1,000 results on Apify's Free plan. The top published score for Walmart goes to Walmart Product Scraper by web_wanderer (89 of 100), a Store tool from another publisher, listed for reference.

From published Store listings, output schemas and the official documentation. Checked 2026-11-08. How the ranking works.

Walmart.com Product Search & Price Filter Scraper: inputs, code and cost Open in Apify Store

1 catalogue Actor 8 other Store tools Official API: Partner only Lowest rate $0.99 per 1K

Route map

Each line is one way to get Walmart data; each stop is a field you probably need. Green lines are catalogue Actors, ranked by the published formula.

1 Walmart.com Product Search & Price Filter Scraper 15 output fields, pay per event 5 of 6 core fields
$0.99 / 1K
+ 8 other Store tools, combined Reference only 6 of 6 core fields
from $1.50 / 1K
API Walmart Marketplace and Affiliate APIs Partner only fields not compared

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Catalogue Actors for Walmart

Walmart.com Product Search & Price Filter Scraper

Search Walmart.com by keyword and filter results by price, rating, review count, free shipping, stock status, brand or seller, with sponsored…

5/6 core fields 15 output fields $0.99 per 1K Open in Apify Store

Field matrix: who returns what

Every tool with a published output schema, against the 6 fields most Walmart jobs need. A dot means the field name appears in the schema; rows can still leave it empty.

Which tools return each core Walmart field, from published output schemas
Tool	product id	title	price	seller	rating	url	Fields
Walmart.com Product Search & Price Filter Scraper	–	●	●	●	●	●	5/6
Walmart Product ScraperReference only, by web_wanderer	●	●	●	–	●	●	5/6
Walmart Mexico Product & Price Data ScraperReference only, by latinamericadata	●	●	●	●	●	●	6/6
Walmart Product & Reviews ScraperReference only, by sian.agency	●	●	●	●	●	●	6/6
Walmart Product ScraperReference only, by automation-lab	–	●	●	●	●	●	5/6
Walmart Scraper: Products, Prices, Sellers, Stock & ReviewsReference only, by zaiq	–	●	●	●	●	●	5/6
Walmart Product SearchReference only, by burbn	–	●	●	●	●	●	5/6
Walmart Product Detail ScraperReference only, by e-commerce	–	●	●	●	●	–	4/6
Walmart Fast Product ScraperReference only, by e-commerce	–	●	●	●	●	–	4/6
Tools returning it	3	9	9	8	9	7

Field dictionary: the exact keys

The same core field has a different key in each Actor's output. Map these before you merge datasets; a dash means the published schema has no matching key. Need a field that is not listed here, such as email? Search every Walmart Actor by field.

Output keys for each core Walmart field in the top catalogue Actors
Core field	Walmart.com Product Search…
product id	–
title	name, sellerName, productName
price	price
seller	sellerName
rating	rating
url	productUrl

All 9 tools, scored

Catalogue Actors link to their detail pages; the score (0 to 100) is the published formula, identical for every tool. Other Store tools follow in their own table, for reference. Price is the published primary-result rate per 1,000 (the Free-plan rate where the price is tiered; higher Apify plans pay less); start events and platform usage are excluded.

Catalogue Actors for Walmart, ranked by the published method
		Sample fields
83	Walmart.com Product Search & Price Filter Scraper Catalogue Actor, pay per event	name, price, sellerName	15	$0.99	4 runs, too few to rate	Nov 2026

Other Store tools, for reference

Scored with the same published formula and listed for comparison only; this site does not link or recommend them.

Other Store tools for Walmart, for reference
		Sample fields
89	Walmart Product Scraper Reference only, by web_wanderer	item.itemId, item.title, item.currentPrice	57	$1.50	94% of 1,206 runs	May 2026
86	Walmart Mexico Product & Price Data Scraper Reference only, by latinamericadata	product_id, title, price	26	$3.00	99% of 628 runs	Aug 2026
80	Walmart Product & Reviews Scraper Reference only, by sian.agency	productId, productTitle, price	11	$4.50	95% of 1,785 runs	Oct 2026
74	Walmart Product Scraper Reference only, by automation-lab	name, price, seller	44	$4.60	85% of 1,677 runs	Nov 2026
74	Walmart Scraper: Products, Prices, Sellers, Stock & Reviews Reference only, by zaiq	title, price, seller	11	$4.00	100% of 178 runs	Oct 2026
72	Walmart Product Search Reference only, by burbn	title, price, seller	22	$5.00	100% of 2,074 runs	Apr 2026
70	Walmart Product Detail Scraper Reference only, by e-commerce	name, priceInfo.price, sellerName	5	$5.00	98% of 8,825 runs	Oct 2026
67	Walmart Fast Product Scraper Reference only, by e-commerce	name, price, sellerName	5	$5.00	88% of 124 runs	Nov 2026

Official API route

Walmart Marketplace and Affiliate APIs

Walmart offers seller and affiliate APIs. General product catalog access is not published as an open API.

Price. Partner/affiliate terms apply.

Limits. Account approval and quotas apply.

Official documentation

Terms and personal data

Public product data only; respect Walmart's terms. This is general information, not legal advice.

Read Walmart's terms. Keep to public data, do not bypass logins or access controls, and check whether personal data is involved before you collect it. The can-I-scrape checklist walks through it.

How to start

Open Walmart.com Product Search & Price Filter Scraper and start from its default input; its Actor page has the full example input and code.
Set the Walmart search, profile, listing or URL you need and a result limit.
Run it and export the dataset as JSON, CSV or Excel, or call it from the Apify API.

Call Walmart.com Product Search & Price Filter Scraper from code

The example input uses the Actor's published defaults; set your own Walmart query before you run it. You need an Apify API token.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "mode": "search",
    "searchQueries": [
        "iphone case"
    ],
    "categoryUrls": [],
    "productUrls": [],
    "itemIds": [],
    "maxItems": 3,
    "maxPages": 1,
    "sortBy": "best_match",
    "freeShippingOnly": False,
    "excludeOutOfStock": True,
    "excludeSponsored": False,
    "brands": [],
    "enrichDetails": False,
    "maxConcurrency": 4,
    "maxReviews": 5,
    "reviewSort": "relevancy"
}

run = client.actor("vexaloom-labs/walmart-com-product-search-and-price-filter").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "mode": "search",
    "searchQueries": [
        "iphone case"
    ],
    "categoryUrls": [],
    "productUrls": [],
    "itemIds": [],
    "maxItems": 3,
    "maxPages": 1,
    "sortBy": "best_match",
    "freeShippingOnly": false,
    "excludeOutOfStock": true,
    "excludeSponsored": false,
    "brands": [],
    "enrichDetails": false,
    "maxConcurrency": 4,
    "maxReviews": 5,
    "reviewSort": "relevancy"
};

const run = await client.actor("vexaloom-labs/walmart-com-product-search-and-price-filter").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/vexaloom-labs~walmart-com-product-search-and-price-filter/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"mode":"search","searchQueries":["iphone case"],"categoryUrls":[],"productUrls":[],"itemIds":[],"maxItems":3,"maxPages":1,"sortBy":"best_match","freeShippingOnly":false,"excludeOutOfStock":true,"excludeSponsored":false,"brands":[],"enrichDetails":false,"maxConcurrency":4,"maxReviews":5,"reviewSort":"relevancy"}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=vexaloom-labs/walmart-com-product-search-and-price-filter",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

Questions people ask

What is the cheapest catalogue Actor for Walmart data?

Walmart.com Product Search & Price Filter Scraper lists $0.99 per 1,000 results (pay per event), with 15 fields in its published output schema. Start events and platform usage are billed separately. Checked 2026-11-08.

Which Walmart scraper returns the most core fields?

Walmart.com Product Search & Price Filter Scraper covers 5 of the 6 core Walmart fields this page tracks (product id, title, price, seller, rating, url), based on its published output schema.

Does Walmart have an official API?

Partner only: Walmart offers seller and affiliate APIs. General product catalog access is not published as an open API. Partner/affiliate terms apply.

Is it legal to scrape Walmart?

It depends on what you collect and how. Public product data only; respect Walmart's terms. Read Walmart's terms (https://corporate.walmart.com/policies) before you collect, and check whether personal data is involved. This is general information, not legal advice.

More on Walmart

Topic groupEcommerce data: every website compared
ToolWhich Walmart route fits your job?
ToolWalmart cost by Apify plan, rows and runs

Amazon12 Actors
eBay4 Actors
AliExpress1 Actor

Sources

Data checked 2026-11-08

Cite this page

Scraper Finder. "How to get Walmart data." https://scraperfinder.com/sites/walmart/ (data checked 2026-11-08).

Highest-scoring catalogue Actor

Walmart.com Product Search & Price Filter Scraper: 5 of 6 core fields, $0.99 per 1,000 results, score 83. The highest score overall is 89 (Walmart Product Scraper, a Store tool from another publisher); both are in the table above.

Open in Apify Store