Walgreens Products & Reviews Scraper

Collect Walgreens products by keyword, category links, or individual product links, with optional full product information and individual customer reviews. Each result includes identifiers, current catalog price, stock indicators, size, ingredients where supplied, offers, and rating totals. Products from the selected mode are combined and deduplicated in one dataset.

Why This Scraper?

• Collect product data across one or more Walgreens categories.
• Set a product limit for keyword and category collections.
• Capture product and SKU identifiers, UPC and GTIN codes.
• Include online and store stock labels, prices, coupons, and offers.
• Include the average rating and review count shown in the catalog.
• Add descriptions, warnings, uses, shipping information, and customer review text.
• Track product changes in recurring runs, with optional expired rows.

Use Cases

• Price and promotion tracking: capture current, regular and sale prices, coupons and offers across one or more categories or search terms to see how pricing moves over time.
• Stock and availability monitoring: check online and in-store stock labels for specific products or a whole category before restocking or promoting them elsewhere.
• Product content and catalog building: collect titles, brands, sizes, descriptions, ingredients, warnings and full image galleries to populate a catalog, comparison site or app.
• Customer sentiment research: collect individual review text, ratings and review counts to see what shoppers say about specific products or brands.
• Recurring catalog audits: schedule the actor with Incremental mode to see only new, updated, reappeared or expired products between scans, instead of re-downloading everything each time.
• Downstream automation: send a condensed product summary into Notion, Linear, Airtable or another connected app through the optional MCP export, while the complete record stays in the dataset.

Data You Get

Field	Example
id	00000001
title	Sample Product
brand	Sample Brand
url	https://www.walgreens.com/store/c/sample-product/ID=00000001-product
price	$5.00
imageUrl	Primary product photo URL
images	Distinct full-size gallery photo URLs
productDetails	Full product information object
catalogProduct	All available catalog attributes
descriptionText	Sample product description
reviews	Review text, rating, date, media, and public author attributes
productSize	5 oz
productType	Personal care
gtin	0000000000000
upc	000000000000
rating	4.5
reviewCount	100
onlineInvStatus	instock
reviewTotal	100
couponCode	Sample coupon
offerDescription	Sample offer
changeType	UPDATED
changedFields	["price"]
firstSeenAt	2026-01-01T00:00:00Z
lastSeenAt	2026-01-02T00:00:00Z

The actor passes through additional catalog attributes when Walgreens supplies them. Enable fetchDetails for the complete product information object and parsed description, ingredient, warning, use, and shipping sections. Enable fetchReviews for individual reviews. A product may have no reviews or may omit some detail sections. Products marked “Priced Per Store” are retained with a null catalog price and the original pricing message.

How to Use

Choose Search mode for keywords, brands, product types, price/rating filters, availability, offers, and sorting. Choose URL mode for category, search-result, or product links; keyword inputs, filters, and sorting are ignored in URL mode. Category links must end in productlist.jsp and include the N category parameter. Search-result links use /search/results.jsp?Ntt=.... Supplied starting pages and URL filters are retained. Product links must contain /ID=...-product. Both modes include runnable sample inputs. The default is Search mode with toothpaste.

Sample shape, values are illustrative placeholders.

{
  "mode": "url",
  "urls": ["https://www.walgreens.com/store/store/category/productlist.jsp?N=20003053"],
  "maxItems": 20,
  "fetchDetails": true,
  "fetchReviews": true,
  "maxReviewsPerProduct": 20
}

For a keyword collection, enter one or more search terms and set the product cap.

Sample shape, values are illustrative placeholders.

{
  "mode": "search",
  "searchQueries": ["vitamins", "toothpaste"],
  "maxItems": 500,
  "sortBy": "price_asc"
}

Several category links can be scanned together. Products appearing in several categories are saved once per run.

Sample shape, values are illustrative placeholders.

{
  "mode": "url",
  "urls": [
    "https://www.walgreens.com/store/store/category/productlist.jsp?N=20003053",
    "https://www.walgreens.com/store/store/category/productlist.jsp?N=360341"
  ],
  "maxItems": 100
}

To compare a recurring catalog scan against the prior run, turn on incremental mode. A separate baseline is always kept for each mode, source set, filter selection, and enrichment configuration. stateKey is optional and only adds a name on top of that, for example to keep two schedules with identical inputs apart.

Sample shape, values are illustrative placeholders.

{
  "mode": "url",
  "urls": ["https://www.walgreens.com/store/store/category/productlist.jsp?N=20003053"],
  "incrementalMode": true,
  "emitUnchanged": false,
  "emitExpired": false,
  "maxItems": 0
}

Run it from your code

Python:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("abotapi/walgreens-com").call(run_input={"mode": "search", "searchQueries": ["toothpaste"], "maxItems": 20})
for product in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(product["title"], product["price"])

JavaScript:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('abotapi/walgreens-com').call({ mode: 'search', searchQueries: ['toothpaste'], maxItems: 20 });
const { items } = await client.dataset(run.defaultDatasetId).listItems();

Or connect it to Make, Zapier, n8n, Google Sheets or webhooks from the Integrations tab.

Input Parameters

Parameter	Type	Default	Description
mode	string	search	Choose Search or URL mode.
urls	string array	Sample category	Links used only in URL mode.
searchQueries	string array	["toothpaste"]	Keywords used only in Search mode.
brands	string array	Empty	Exact brand names, such as Crest or Colgate.
productTypes	string array	Empty	Exact product types, such as Toothpaste.
minPrice	number	Empty	Minimum current price in USD.
maxPrice	number	Empty	Maximum current price in USD.
minRating	number	Empty	Minimum rating from 0 to 5.
onlineOnly	boolean	false	Require in-stock online availability.
offersOnly	boolean	false	Require an offer or discounted price.
sortBy	string	relevance	Relevance, price ascending/descending, highest rated, or most reviewed; applied separately per search term.
maxItems	integer	20	Product cap across all selected sources. 0 means no cap.
maxPages	integer	Empty (unlimited)	Optional source page limit. Blank or 0 leaves Max items as the only default cap.
fetchDetails	boolean	false	Include complete product information, detail sections, and the full image gallery.
fetchReviews	boolean	false	Include individual customer reviews, newest first.
maxReviewsPerProduct	integer	20	Review cap per product. 0 collects all available reviews.
resumeFromRunId	string	Empty	Earlier run or dataset ID whose product IDs should be skipped.
incrementalMode	boolean	false	Label new, updated, unchanged, and reappeared products.
stateKey	string	Automatic	Optional name for a recurring baseline.
emitUnchanged	boolean	false	Include unchanged products in recurring runs.
emitExpired	boolean	false	Include expired rows after a complete recurring scan.
proxy	object	Direct connection	Optional connection settings for collection requests.
mcpConnectors	array	Empty	Optional authorized app connectors.
notionParentPageUrl	string	Empty	Parent page for a Notion export.
maxNotifyListings	integer	50	Maximum product summaries exported per connector.

Send results into your apps (MCP connectors)

Authorize a connector in Apify Settings under Integrations, then select it in the Export to your apps (MCP connectors, optional) input section. For Notion, set notionParentPageUrl to the parent page. maxNotifyListings limits the export.

Exports contain a condensed product summary with a title and key fields. Nested product information and review collections are shortened in summaries. The complete product and review record stays in the Apify dataset. An export failure leaves the dataset available.

imageUrl is the primary catalog image. images contains distinct product photos at the largest supplied size; enable fetchDetails for the full gallery. Original gallery URLs and image sizes remain in productDetails.

The Output tab offers Products and Reviews views. Products includes the primary photo and gallery URLs. Reviews shows one collected review per row with its product ID and name. Enable fetchReviews to populate it. All fields retains complete product records and nested review data.

Output Example

Sample shape, values are illustrative placeholders.

{
  "id": "00000001",
  "prodId": "00000001",
  "skuId": "00000002",
  "title": "Sample Product",
  "productName": "Sample Product",
  "brand": "Sample Brand",
  "url": "https://www.walgreens.com/store/c/sample-product/ID=00000001-product",
  "imageUrl": "https://pics.walgreens.com/prodimg/000000/450.jpg",
  "images": ["https://pics.walgreens.com/prodimg/000000/900.jpg", "https://pics.walgreens.com/prodimg/000000/2_900.jpg"],
  "price": "$5.00",
  "regularPrice": "$6.00",
  "salePrice": "$5.00",
  "currency": "USD",
  "productSize": "5 oz",
  "productType": "Personal care",
  "gtin": "0000000000000",
  "upc": "000000000000",
  "rating": "4.5",
  "reviewCount": "100",
  "ingredientName": "Sample active ingredient",
  "inactiveIngredients": "Sample inactive ingredient",
  "onlineInvStatus": "instock",
  "storeInventoryStatus": "In Stock",
  "couponCode": "Sample coupon",
  "offerDescription": "Sample offer",
  "productDetails": {"productInfo": {"productId": "00000001", "title": "Sample Product"}, "prodDetails": {"section": []}},
  "catalogProduct": {"prodId": "00000001", "skuId": "00000002", "productDisplayName": "Sample Product", "priceInfo": {"regularPrice": "$6.00", "salePrice": "$5.00"}},
  "descriptionText": "Sample product description",
  "reviews": [{"Id": "sample-review-1", "ProductId": "00000001", "Title": "Sample review", "ReviewText": "Illustrative review text", "Rating": 5, "SubmissionTime": "2026-01-01T00:00:00Z", "UserNickname": "Sample Reviewer"}],
  "reviewsFetched": 1,
  "reviewTotal": 100,
  "changeType": "UPDATED",
  "changedFields": ["price"],
  "firstSeenAt": "2026-01-01T00:00:00Z",
  "lastSeenAt": "2026-01-02T00:00:00Z"
}

Plan Requirement

An Apify account is needed to run the actor. The selected connection settings may affect availability and usage charges.

FAQ

How much does it cost?

You pay per product record returned, plus an optional charge when full product information or customer reviews are actually collected for a product, and a one-time charge when a run starts. Scraping a product link directly already requires reading its full record, so that path does not add the separate full-product-information charge; the extra charge applies when full product information is turned on for products discovered through Search mode or category links. The Pricing tab shows the current rates for your plan tier. Use Max items to cap the cost of any run.

Is it legal to scrape Walgreens?

This actor collects only publicly available catalog and review data from Walgreens' website. You are responsible for how you use it: follow Walgreens' terms and the laws that apply to you, and get legal advice if you plan commercial redistribution. Product names, prices and availability are generally facts, but images, descriptions and review text may be subject to third-party rights.

Can I get only new or changed products on a schedule?

Yes. Schedule the actor from the Schedules tab and turn on Track changes across runs. Each scheduled run then returns only new, updated, reappeared, and, with Include disappeared products on, expired records for the same mode, sources, filters and enrichment options. Unchanged products are not billed unless Include unchanged products is on.

Why is price empty for some products?

Walgreens marks some products as "Priced Per Store" instead of showing one online price. These rows are kept with a null catalog price rather than a guessed number, and the original pricing message from Walgreens stays in the record. In Search mode, a minimum or maximum price filter needs a price to compare, so these products are left out when either price filter is set.

Why did my run fail instead of returning an empty dataset?

If a category, search or product page cannot be read (temporary refusals are retried first), the run stops with an error instead of quietly returning an empty or partial dataset for that source, so "nothing found" is never confused with "the catalog could not be read". The same applies when a requested brand or product type does not exist for a search term. Products saved before the failure stay in the dataset, but a failed run does not update the recurring-run baseline. Optional full product information and review lookups are more tolerant: once they fail repeatedly within a run, the actor keeps the base catalog data and stops trying to enrich further products in that run, rather than failing outright.

Can I use it with AI agents or MCP?

Yes. Call it from any Apify integration or MCP client, and use the connector field to send a condensed product summary to Notion, Linear or Airtable while the complete record stays in the dataset.

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