Walmart Scraper — ZIP-local prices, stock & SKUs

Disclaimer: Unofficial tool — not affiliated with, sponsored by, or endorsed by Walmart Inc. or its affiliates. Data is read from publicly accessible catalog pages only. No login. You are responsible for complying with applicable law and the site’s terms. No warranty on accuracy or availability. Provided for informational and research use.

US retail catalog — ZIP-local Walmart product prices and stock for price monitoring, MAP checks, and catalog fills. Pair with Amazon Search for marketplace comps.

Walmart catalog	Weekly grocery ads	Amazon search	Tractor Supply catalog
Walmart Scraper ◄── you are here	Aldi Weekly Ad Scraper · Lidl Weekly Offers Scraper	Amazon Search Scraper	Tractor Supply Product Scraper
ZIP-local price, unit price, stock	ALDI US / Lidl EU flyer prices	Keyword SERP, ASIN, badges	Rural-retail SKUs and specs

This Walmart scraper turns public search, category, and product pages into a structured Apify dataset. Every run requires a US ZIP, so rows carry local price, unit price, stock, pickup/delivery, seller, rating, and images. Use it as a Walmart API alternative from Python, Node.js, or an MCP assistant — HTTP scrape, no browser.

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When to use this Actor

• Walmart product scrape by keyword, product URL, search URL, category URL, or numeric item ID
• ZIP-local price and stock for the store serving that ZIP (optional store ID pin)
• Price monitoring and MAP checks on advertised prices, was-prices, and unit prices
• Assortment research — ratings, review counts, sponsored flags, SNAP EBT, fulfillment
• SKU / URL enrichment when you already have /ip/ links or usItemId values

When not to use this Actor

• Checkout, cart, or Walmart account automation
• Full review-text export — this Actor returns rating and review count, not review bodies
• Store-locator crawls as a primary job (pass zip and optional storeId instead)
• Canada / Mexico catalogs — US catalog only
• Amazon search — use Amazon Search Scraper

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Key Features

• Required ZIP — every row is localized (price, stock, pickup/delivery, serving store)
• Keyword search — the same terms shoppers type into Walmart search
• URL / ID lookup — /ip/ product pages, search URLs, /browse/ categories, numeric usItemId
• Overview vs detail — fast listing cards, or enrich with UPC, description, images, variants
• Unit price & SNAP — per-oz / per-count strings and EBT flag when the page exposes them
• Fast HTTP — public __NEXT_DATA__ via Chrome TLS impersonation; no headless browser

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Use Cases

Use case	What you get	Why it helps
ZIP price monitoring	price, originalPrice, unitPrice, storeId	Track advertised Walmart prices for a local store
Stock / fulfillment	inStock, pickupAvailable, deliveryAvailable	See pickup vs shipping for that ZIP
Search harvest	Title, rating, seller, sponsored flag	Build shortlists from shopper queries
SKU / URL enrichment	UPC, description, images, variants (detail mode)	Fill PIM / ERP from known item IDs
MAP / offer checks	offerCount, seller, was-price	Spot extra marketplace offers on a product page

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Quick Start

ZIP-local keyword search (overview):

{
  "keywords": ["paper towels"],
  "zip": "10001",
  "scrapeMode": "overview",
  "maxItems": 40,
  "maxPages": 1
}

Product URL or item ID (detail):

{
  "startUrls": ["https://www.walmart.com/ip/Bounty-Paper-Towels-Select-a-Size-6-Triple-Rolls/14580219389"],
  "itemIds": ["14580219389"],
  "zip": "75201",
  "storeId": "3520",
  "scrapeMode": "detail"
}

---

Input Parameters

Parameter	Type	Default	Description
keywords	Array	—	Search terms, one per line
startUrls	Array	—	Product /ip/, search, or /browse/ URLs
itemIds	Array	—	Numeric Walmart usItemId values
zip	String	required	5-digit US ZIP (prefill 10001)
storeId	String	empty	Optional store number to pin assortment
scrapeMode	Enum	overview	overview (listings) or detail (product-page enrich)
sort	Enum	best_match	best_match, price_low, price_high, best_seller, rating, newest
minPrice / maxPrice	Number	—	Optional search price bounds
maxItems	Integer	40	Maximum dataset items per run
maxPages	Integer	5	Max search pages per keyword (~40 products/page)
requestDelaySecs	Number	0.35	Delay between HTTP requests
proxyConfiguration	Object	US residential	Apify Proxy — US RESIDENTIAL required

---

Output

Field	Description
usItemId	Numeric Walmart item id
title	Product title
brand	Brand / manufacturer
price	Current ZIP-local price
originalPrice	Was-price when higher
unitPrice	Per-unit string when present
rating / reviewCount	Stars and review count
sellerName	Buy-box seller
availability / inStock	Stock status
pickupAvailable / deliveryAvailable	Fulfillment flags
snapEligible	SNAP EBT flag when exposed
isSponsored	Sponsored search card
zip / storeId	Requested ZIP and serving store
url	Canonical product URL
upc	UPC on detail rows
description / images / variants	Product-page extras in detail mode
error	Fetch/parse error (recordType=error, not billed)

Output example

{
  "source": "walmart",
  "recordType": "listing",
  "usItemId": "14580219389",
  "title": "Bounty Paper Towels Select-a-Size, 6 Triple Rolls",
  "price": 16.94,
  "unitPrice": "$2.30/100 ct",
  "currency": "USD",
  "rating": 4.7,
  "reviewCount": 100895,
  "sellerName": "Walmart.com",
  "availability": "IN_STOCK",
  "inStock": true,
  "zip": "10001",
  "storeId": "1171",
  "url": "https://www.walmart.com/ip/Bounty-Paper-Towels-Select-a-Size-6-Triple-Rolls/14580219389"
}

---

Integration examples

Replace YOUR_TOKEN with an Apify API token. US residential proxy is required for ZIP-local assortment.

Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('crawloop/walmart-scraper').call({
  keywords: ['paper towels'],
  zip: '10001',
  scrapeMode: 'overview',
  maxItems: 25,
  proxyConfiguration: {
    useApifyProxy: true,
    apifyProxyGroups: ['RESIDENTIAL'],
    apifyProxyCountry: 'US',
  },
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_TOKEN")
run = client.actor("crawloop/walmart-scraper").call(
    run_input={
        "keywords": ["paper towels"],
        "zip": "10001",
        "scrapeMode": "overview",
        "maxItems": 25,
        "proxyConfiguration": {
            "useApifyProxy": True,
            "apifyProxyGroups": ["RESIDENTIAL"],
            "apifyProxyCountry": "US",
        },
    }
)
items = client.dataset(run["defaultDatasetId"]).list_items().items
print(items)

cURL

curl "https://api.apify.com/v2/acts/crawloop~walmart-scraper/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"keywords":["paper towels"],"zip":"10001","scrapeMode":"overview","maxItems":25,"proxyConfiguration":{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"],"apifyProxyCountry":"US"}}'

MCP and AI assistants

Use this Actor from AI tools via Apify MCP. Connect your Apify account, then call crawloop/walmart-scraper.

Example prompts:

• "Run Walmart Scraper for keyword paper towels in ZIP 10001 and return the top 20 rows as JSON"
• "Look up Walmart item 14580219389 in detail mode for ZIP 75201 and summarize price, UPC, and stock"
• "Scrape Walmart search milk in ZIP 10001, then chain Amazon Search Scraper for the same keyword comps"

Suite next step

After a Walmart ZIP-local pull, run Aldi Weekly Ad Scraper for US grocery circulars, Amazon Search Scraper for marketplace search comps, or Tractor Supply Product Scraper for rural-retail catalog rows.

Related Actors

Focus	Actor
Walmart ZIP-local catalog	Walmart Scraper ◄── you are here
ALDI US weekly circular	Aldi Weekly Ad Scraper
Lidl EU weekly leaflets	Lidl Weekly Offers Scraper
Amazon keyword search	Amazon Search Scraper
Tractor Supply catalog	Tractor Supply Product Scraper
Wholesale / liquidation lots	888lots Scraper
eBay sold comps	eBay Sold Listings Scraper

FAQ

How do I scrape Walmart with Python or Node.js?
Call crawloop/walmart-scraper with the Apify client examples above. Pass zip plus at least one of keywords, startUrls, or itemIds. Export the dataset as JSON or CSV from the run.

Why is ZIP required?
Walmart prices and stock are store-scoped. A national dump without ZIP is what generic product scrapers already sell. This Actor always localizes the run.

What is the difference between overview and detail?
Overview is one search request per page (price, ratings, stock, fulfillment). Detail fetches each product page and adds UPC, description, image gallery, variants, and return policy.

Does this include grocery aisles?
Grocery SKUs appear in search and product pages the same way as other catalog items. Pass a ZIP so unit price and pickup reflect that store. This is not a weekly-ad or store-locator Actor.

Does this include review text?
No. Each row includes star rating and review count only.

Are error rows billed?
No. error rows are not billed as listing or product results.

Why do I need residential proxy?
PerimeterX often blocks datacenter IPs. US RESIDENTIAL is the default so ZIP-local assortment can resolve.

Can I pin a specific store?
Yes — set storeId to a Walmart store number. storeId on output is the serving store used for the row.

Notes

• Prefer US Apify RESIDENTIAL. Bare datacenter IPs often return a bot wall.
• The digits at the end of a product URL are the canonical usItemId.
• error rows are not billed as listing or product results.