Walmart Product Scraper - Prices, Stock, Ratings

What does Walmart Product Scraper do?

Walmart Product Scraper extracts structured listing data from walmart.com — including full descriptions, prices, location data, and seller ratings. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers detail enrichment (full descriptions) where the source provides them.

How to use this actor

• 👉 Register for a free Apify account — no credit card required.
• 🎉 Just click Sign up free on Apify → and complete a quick signup.
• 💰 A free Apify account includes $5 in monthly credits — enough to test this actor.
• ⏳ Scrape during the free trial, with no commitment or upfront payment required.

Key features

• 🔎 Three ways in — search by keyword, paste a category or search URL, or feed product links directly — all three drive the same extractor.
• 💲 Pricing in plain columns — current price, was-price, savings amount and currency on every record, flattened instead of left nested.
• ⭐ Rating breakdown included — star counts (5/4/3/2/1), review count, recommended percentage and how many reviews carry text.
• 📦 Stock and seller — availability, in-stock flag, fulfilment type, seller name and seller ID — third-party marketplace sellers included.
• 🏷️ Catalogue identifiers — UPC, model, brand and brand URL, so records join to your own catalogue without fuzzy title matching.
• 🔁 Only what changed — incremental mode reports what is new or changed since the last run; different search settings are tracked separately.
• 🔔 Push to your channel — Send new or changed products to Telegram, Discord, Slack, WhatsApp or your own webhook.

What data can you extract from Walmart?

Each result includes Core listing fields (listingId, listingKey, title, subtitle, entityName, category, subcategory, and location, and more) and detail fields when enrichment is enabled (description, descriptionText, descriptionHtml, descriptionMarkdown, and detailFetched). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions where the source provides them.

Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

• query — Listing search keywords. Required if no startUrls provided.
• startUrls — Paste raw search URLs from the target site. Each URL becomes its own search task; results are merged and deduped by listing ID across all URLs. When provided AND parseable, startUrls REPLACE the query/location fields (each URL becomes one task). Implement parseStartUrl() in src/searchTasks.ts for your target site — without it, all URLs are skipped and the actor falls back to query/location. Reference: blackfalcondata/willhaben-scraper for full per-URL parsing pattern. (default: [])
• productUrls — Paste Walmart product page links (or bare item IDs) to scrape those exact products, skipping search. Each link returns one record with the full product detail. When provided, search fields are ignored. (default: [])
• country — Which market to search. (default: "US")
• maxResults — Maximum total results (0 = unlimited). (default: 25)
• sortBy — Order the search results. Ignored when you paste your own Start URL — that URL already carries its own sort. (default: "best_match")
• minPrice — Only products at or above this price (USD).
• maxPrice — Only products at or below this price (USD).
• onSaleOnly — Only products with a price cut. (default: false)
• inStockOnly — Only products available for delivery or pickup today. (default: false)
• brands — Limit to these brands, e.g. Ninja, Keurig. Exact brand names as Walmart spells them. (default: [])
• includeDetails — Fetch full listing details. (default: true)
• ...and 22 more parameters

Input examples

Basic search — Keyword-driven search with a result cap.

→ Full payload per result — all standard fields populated where the source provides them.

{
  "query": "laptop",
  "maxResults": 50
}

Incremental tracking — Only emit listings that changed since the previous run with this stateKey.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set emitUnchanged: true to include unchanged records as well.

{
  "query": "laptop",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "laptop-tracker"
}

Compact output for AI agents — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

{
  "query": "laptop",
  "maxResults": 50,
  "compact": true
}

Output

Each run produces a dataset of structured listing records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example listing record

{
  "listingId": "48c2be7748a3145fe1de953f7352b6752c611b2c750dfcea68723f29e52bc1c2",
  "listingKey": "3479324898",
  "title": "Beautiful Perfect Grind™ Programmable Single Serve Coffee Maker with Build-In Grinder, White Icing by Drew Barrymore",
  "entityName": "Walmart.com",
  "category": "Coffee Makers",
  "subcategory": "Home",
  "description": "Exact-Xtract ™ technology extracts 2x more flavor vs Keurig Classic Model #5000068875 using Keurig’s Dunkin Donuts Original Blend Medium Roast pods at the 10oz brew cup size setting Integrated burr gr...",
  "descriptionText": "Exact-Xtract ™ technology extracts 2x more flavor vs Keurig Classic Model #5000068875 using Keurig’s Dunkin Donuts Original Blend Medium Roast pods at the 10oz brew cup size setting Integrated burr gr...",
  "descriptionHtml": "<ul>  <li>Exact-Xtract ™ technology extracts 2x more flavor vs Keurig Classic Model #5000068875 using Keurig’s Dunkin Donuts Original Blend Medium Roast pods at the 10oz brew cup size setting</li>  <l...",
  "descriptionMarkdown": "- Exact-Xtract ™ technology extracts 2x more flavor vs Keurig Classic Model #5000068875 using Keurig’s Dunkin Donuts Original Blend Medium Roast pods at the 10oz brew cup size setting\n- Integrated bur...",
  "priceText": "$109.00",
  "priceValue": 109,
  "priceCurrency": "USD",
  "listingType": "VARIANT",
  "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore/3479324898?classType=VARIANT",
  "portalUrl": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore/3479324898?classType=VARIANT",
  "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore_0a22182f-02df-4853-bb23-ceb42290ebb9.c8910989af95c71ffd45c495cb0391bc.jpeg...",
  "galleryUrls": [
    "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore_0a22182f-02df-4853-bb23-ceb42290ebb9.c8910989af95c71ffd45c495cb0391bc.jpeg",
    "https://i5.walmartimages.com/asr/f8693472-bbd6-48f0-a9fb-f87f79be358a.94932580d355e9f740445421145ded9b.jpeg",
    "https://i5.walmartimages.com/asr/9bad9718-ac64-4822-ab67-0deb4bed6c25.d0e159d2e6a0a77f7eb079d02b44699d.jpeg",
    "https://i5.walmartimages.com/asr/3d5451e6-b3e5-4fb6-8f57-15dc7a18aad3.25537d0c21ca2803c64be9e0dac8f693.jpeg",
    "https://i5.walmartimages.com/asr/92b6415b-6652-447b-aef3-a5f3cac4d2e9.c6b19a1ba6ebd8eeccecb2ed931ca9b0.jpeg",
    "... 11 more items"
  ],
  "sellerName": "Walmart.com",
  "searchQuery": "coffee maker",
  "contentQuality": "full",
  "detailFetched": true,
  "scrapedAt": "2026-08-08T08:29:16.665Z",
  "source": "walmart.com",
  "isRepost": false,
  "itemId": "3479324898",
  "brand": "Beautiful",
  "rating": 3.8,
  "reviewCount": 4606,
  "savingsAmount": 0,
  "availability": "In stock",
  "inStock": true,
  "isSponsored": true,
  "sellerId": "F55CDC31AB754BB68FE0B39041159D63",
  "fulfillmentType": "FC",
  "categoryPath": [
    "Home",
    "Appliances",
    "Kitchen Appliances",
    "Coffee Shop",
    "Coffee Makers"
  ],
  "upc": "829486193323",
  "model": "19332",
  "brandUrl": "https://www.walmart.com/search?q=Beautiful&facet=brand:Beautiful",
  "returnPolicyText": "Free 90-day returns",
  "returnWindowDays": 90,
  "variantCount": 8,
  "ratingBreakdown": {
    "five": 2728,
    "four": 453,
    "three": 280,
    "two": 279,
    "one": 866
  },
  "recommendedPercentage": 54,
  "reviewsWithTextCount": 2148,
  "offerCount": 1,
  "secondaryOfferPrice": 94,
  "orderMinLimit": 1,
  "orderLimit": 99,
  "manufacturerProductId": "19332",
  "variants": [
    {
      "itemId": "3479324898",
      "name": "The perfect cup of coffee isn’t something reserved for coffee shops. It’s something you can have every day with the Beautiful Perfect Grind™ Single Serve Coffee Maker. Hot or iced. Whole beans or grou...",
      "options": "Actual Color: White Icing",
      "priceValue": 109,
      "availability": "IN_STOCK",
      "inStock": true,
      "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore/3479324898",
      "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-White-Icing-by-Drew-Barrymore_0a22182f-02df-4853-bb23-ceb42290ebb9.c8910989af95c71ffd45c495cb0391bc.jpeg",
      "isCurrent": true
    },
    {
      "itemId": "5150283653",
      "options": "Actual Color: Lavender",
      "priceValue": 109,
      "availability": "IN_STOCK",
      "inStock": true,
      "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Lavender-by-Drew-Barrymore/5150283653",
      "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Lavender-by-Drew-Barrymore_8810010a-2730-4a6e-a7ed-67374369acf9.632aa681e17990dd79e329e37d313b1d.jpeg",
      "isCurrent": false
    },
    {
      "itemId": "2553065799",
      "options": "Actual Color: Black Sesame",
      "priceValue": 109,
      "availability": "IN_STOCK",
      "inStock": true,
      "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Black-Sesame-by-Drew-Barrymore/2553065799",
      "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Black-Sesame-by-Drew-Barrymore_fb07b345-cdfd-41bc-b413-1a9a4465d4a5.092ef1eb4f658cc96143b38eb5e1537b.jpe...",
      "isCurrent": false
    },
    {
      "itemId": "7513766092",
      "options": "Actual Color: Rose",
      "priceValue": 109,
      "availability": "IN_STOCK",
      "inStock": true,
      "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Rose-by-Drew-Barrymore/7513766092",
      "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Rose-by-Drew-Barrymore_c7b6dcb1-3299-4182-a98a-109985ad7d64.418c2cd3a811da0dc09452dd980a92d2.jpeg",
      "isCurrent": false
    },
    {
      "itemId": "2588145882",
      "options": "Actual Color: Cornflower Blue",
      "priceValue": 109,
      "availability": "IN_STOCK",
      "inStock": true,
      "url": "https://www.walmart.com/ip/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Cornflower-Blue-by-Drew-Barrymore/2588145882",
      "imageUrl": "https://i5.walmartimages.com/seo/Beautiful-Perfect-Grind-Programmable-Single-Serve-Coffee-Maker-Cornflower-Blue-by-Drew-Barrymore_500cfd2f-1901-4d8a-8f3d-3bad6cfd4f36.7d4b629783d29decf803e5702bd6d81f....",
      "isCurrent": false
    },
    "... 3 more items"
  ],
  "unitOfMeasure": "EA",
  "isOnSale": false,
  "storeId": "872",
  "storeCity": "Pearland",
  "storeState": "TX",
  "storePostalCode": "77584",
  "specifications": [
    {
      "name": "Compatible form",
      "value": "Grounds"
    },
    {
      "name": "Features",
      "value": "Programmable"
    },
    {
      "name": "Finish",
      "value": "White Icing"
    },
    {
      "name": "Material",
      "value": "Stainless Steel"
    },
    {
      "name": "Number of preset cup sizes",
      "value": "6"
    },
    "... 1 more items"
  ]
}

Incremental fields

When incremental mode is on, each record also carries:

• changeType — one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED. Default output covers NEW / UPDATED / REAPPEARED; set emitUnchanged: true or emitExpired: true to opt into the others.
• isRepost, repostOfId, repostDetectedAt — populated when a new listing matches the tracked content of a previously expired one. Set skipReposts: true to drop detected reposts from the output.

How to scrape Walmart

1. Go to Walmart Product Scraper in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set maxResults to control how many results you need.
4. Enable includeDetails if you need full descriptions.
5. Click Start and wait for the run to finish.
6. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract listing data from Walmart for market research and competitive analysis.
• Track pricing trends across regions and categories over time.
• Monitor new and changed listings on scheduled runs without processing the full dataset every time.
• Use structured location data for regional analysis, mapping, and geo-targeting.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.
• Benchmark seller / dealer reputation using rating fields.

How much does it cost to scrape Walmart?

Walmart Product Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.00005 per run
• Per result (primary event): $0.0009

You are billed only for the events your run actually triggers. Prices below are the Free plan tier.

Event	Price (Free tier)	Charged when
Actor Start	$0.00005 (one-time)	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
Result (primary)	$0.0009	Single result in the default dataset.
Product detail	$0.0009	Added when a product is enriched with its full detail page: long description, all images, full specifications, ratings breakdown and return policy. Charged only for products that were actually enriched.

Example costs (primary event only — other events above add cost when they fire):

• 10 results: $0.00905
• 25 results: $0.023
• 100 results: $0.09
• 200 results: $0.18
• 500 results: $0.45

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 100 listings per run, daily polling (30 runs/month). Costs scale linearly with the number of listings.

Numbers below are for the primary Result event. Other events (Product detail) are billed separately when they fire.

Churn rate	Full re-scrape run cost	Incremental run cost	Savings vs full re-scrape	Monthly cost after baseline
5% — stable niche query	$0.09	$0.00455	$0.09 (95%)	$0.14
15% — moderate broad query	$0.09	$0.01	$0.08 (85%)	$0.41
30% — high-volume aggregator	$0.09	$0.03	$0.06 (70%)	$0.81

Full re-scrape monthly cost at the same cadence: $2.70. First month with incremental costs $0.22 / $0.48 / $0.87 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage is included in the per-result fee shown above.

FAQ

How many results can I get from Walmart?

The number of results depends on the search query and available listings on Walmart. Use the maxResults parameter to control how many results are returned per run.

Does Walmart Product Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate Walmart Product Scraper with other apps?

Yes. Walmart Product Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use Walmart Product Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use Walmart Product Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode, descriptionMaxLength, a single descriptionFormat, and excludeEmptyFields to keep payloads manageable for LLM context windows.

Is it legal to scrape Walmart?

This actor extracts publicly available data from Walmart. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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Getting started with Apify

New to Apify? Create a free account with $5 credit — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click Start — export results as JSON, CSV, or Excel

Need more later? See Apify pricing.

Disclaimer

This actor accesses only publicly available data on walmart.com. You are responsible for how you use the extracted data — in particular any personal information such as names, phone numbers, or email addresses — and for complying with Walmart Product's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction.

This actor is not affiliated with, endorsed by, or connected to Walmart Product.

Search keywords

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