Walgreens Product Scraper

What does Walgreens Product Scraper do?

Walgreens Product Scraper collects structured product data from public Walgreens.com search results and category pages. Enter a product keyword or a Walgreens URL, choose how many products and pages to collect, and receive a dataset with product names, prices, discounts, identifiers, ratings, availability, fulfillment options, images, ingredients, warnings, and offers.

The dataset is useful for Walgreens price monitoring, retail market research, product catalog creation, assortment analysis, inventory tracking, competitor research, and e-commerce workflows.

Why use Walgreens Product Scraper?

• Product and price research - Collect regular prices, sale prices, unit pricing, currency, and promotion messages.
• Catalog enrichment - Combine names, brands, categories, descriptions, package sizes, UPCs, GTINs, SKUs, images, and product links.
• Availability monitoring - Track store inventory status and shipping, pickup, same-day, and cart availability signals.
• Customer feedback context - Capture review totals and average ratings alongside each product.
• Controlled collection - Set a result limit, page limit, and sort order for quick checks or larger datasets.
• Automation-ready output - Export datasets as JSON, CSV, Excel, or XML, or connect them to downstream workflows through Apify.

What data can you extract from Walgreens?

Field	Type	Description
productId	String	Walgreens product identifier.
sku	String	Stock keeping unit when available.
upc	String	Universal product code.
gtin	String	Global trade item number.
articleId	String	Walgreens article identifier.
title	String	Product title.
displayName	String	Customer-facing display name.
brand	String	Product brand.
brandId	String	Brand identifier when available.
category	String	Main product category.
categoryId	String	Main category identifier.
subCategory	String	Subcategory name.
subCategoryId	String	Subcategory identifier.
productType	String	Product type or department classification.
productTypeId	String	Product type identifier.
description	String	Product description when published.
price	String	Current or regular price.
salePrice	String	Promotional price when available.
regularPrice	String	Regular listed price.
unitPrice	String	Price per unit when available.
unitPriceSize	String	Unit-price measurement.
currency	String	Currency code, normally USD.
onSale	Boolean	Whether the product is marked as discounted.
size	String	Product size, count, or volume.
retailUnitQty	Number	Retail unit quantity when available.
imageUrl	String	Main product image URL.
imageUrl50	String	Small product image URL.
imageUrl155	String	Medium product image URL.
imageUrl220	String	Larger product image URL.
imageUrl450	String	Extra-large product image URL.
zoomImageUrl	String	Zoom image URL when available.
productUrl	String	Direct Walgreens product page URL.
reviewCount	Number	Number of customer reviews.
averageRating	Number	Average customer rating.
storeInventoryStatus	String	Published inventory status.
shippingEligible	Boolean	Whether shipping is available.
pickupEligible	Boolean	Whether store pickup is available.
sameDayEligible	Boolean	Whether same-day fulfillment is available.
addToCart	Boolean	Whether the product can be added to cart.
isWalgreensBrand	Boolean	Whether the product is a Walgreens brand.
webExclusive	Boolean or String	Web-only or channel availability signal.
discountable	Boolean	Whether the product is marked as discountable.
deal	String	Visible promotion, rebate, or savings message.
inactiveIngredients	String	Inactive ingredient text when available.
ingredients	Array	Structured ingredient groups when available.
warnings	String	Product warning text.
offers	Array	Product offers and promotion details.
fulfillerType	String	Fulfillment provider or channel type.
shippingWeight	Number	Shipping weight in pounds when available.
ageRestricted	Boolean	Whether an age restriction is published.
onlineRedemption	Object	Online coupon redemption details when available.

Unavailable source values are omitted from individual dataset items, so records remain compact.

How to use Walgreens Product Scraper

1. Open the Actor in Apify Console.
2. Enter a Walgreens search keyword or a public Walgreens search or category URL.
3. Set results_wanted and max_pages to control the collection size.
4. Choose a sort order if you need products ordered by price, rating, popularity, date, or name.
5. Run the Actor and review the dataset preview.
6. Download the results or connect the dataset to your spreadsheet, automation, or application.

A search URL can include a Walgreens keyword parameter such as Ntt. A category URL can include a category identifier such as N=20000944.

Input Parameters

Parameter	Type	Required	Default	Description
keyword	String	No	vitamin prefilled in the form	Product keyword such as vitamin, ibuprofen, or shampoo.
url	String	No	None	Public Walgreens search-results or category URL.
results_wanted	Integer	No	20	Maximum number of products to save. Must be at least 1.
max_pages	Integer	No	10	Maximum number of result pages to check. Must be at least 1.
sort	String	No	relevance	One of relevance, price_asc, price_desc, top_sellers, rating, newest, name_asc, or name_desc.
proxyConfiguration	Object	No	Form-provided proxy setting	Optional Apify proxy configuration accepted by the Actor input schema.

Use either keyword or url for a normal run. If a keyword is not supplied, a search keyword can be read from a compatible Walgreens search URL. Category URLs are used to identify the requested Walgreens category.

Usage Examples

Basic keyword search

Collect the first 20 products matching a keyword.

{
    "keyword": "vitamin d",
    "results_wanted": 20
}

Category collection

Collect products from a Walgreens category page and check up to five result pages.

{
    "url": "https://www.walgreens.com/store/c/productlist/N=20000944",
    "results_wanted": 100,
    "max_pages": 5
}

Sorted price monitoring

Collect a larger set ordered from the lowest listed price to the highest.

{
    "keyword": "ibuprofen",
    "results_wanted": 200,
    "max_pages": 20,
    "sort": "price_asc"
}

Use a Walgreens search URL

Use a public search URL when the search term and other page context are already defined in the URL.

{
    "url": "https://www.walgreens.com/search/results.jsp?Ntt=shampoo",
    "results_wanted": 50,
    "sort": "top_sellers"
}

Sample Output

A typical dataset item can contain the following fields. Optional fields are omitted when Walgreens does not publish them for a product.

{
    "productId": "prod6089370",
    "sku": "sku6080848",
    "upc": "311917150345",
    "gtin": "00311917150345",
    "title": "Vitamin D3 2000 IU Softgels",
    "displayName": "Walgreens Vitamin D3 2000 IU Softgels",
    "brand": "Walgreens",
    "category": "Vitamins & Supplements",
    "productType": "Vitamins",
    "description": "Vitamin D3 softgels for daily nutritional support.",
    "price": "$8.99",
    "salePrice": "$6.99",
    "regularPrice": "$8.99",
    "unitPrice": "$0.03 each",
    "unitPriceSize": "1 softgel",
    "currency": "USD",
    "onSale": true,
    "size": "200 count",
    "retailUnitQty": 200,
    "imageUrl": "https://pics.walgreens.com/prodimg/508499/155.jpg",
    "productUrl": "https://www.walgreens.com/store/c/vitamin-d3-2000-iu-softgels/ID=prod6089370-product",
    "reviewCount": 1247,
    "averageRating": 4.5,
    "storeInventoryStatus": "In Stock",
    "shippingEligible": true,
    "pickupEligible": false,
    "sameDayEligible": true,
    "addToCart": true,
    "isWalgreensBrand": true,
    "deal": "Buy 1, Get 1 FREE"
}

Tips for Best Results

• Start with results_wanted: 20 to confirm the keyword or URL before a larger run.
• Use specific product terms when you need a focused dataset, and broader terms when researching an entire category.
• Set max_pages high enough to cover the requested result count, while keeping it low for quick validation runs.
• Use a category URL when you need a specific Walgreens department or product group.
• Review several records before treating a missing value as a data issue. Walgreens does not publish every attribute for every product.
• Schedule repeat runs to compare prices, promotions, ratings, and availability over time.

Integrations and Export Formats

• Apify Dataset API - Retrieve product records programmatically after a run.
• Google Sheets and Excel - Review prices, brands, availability, and product coverage in a familiar table.
• Webhooks - Trigger downstream processing when a run completes.
• Make and Zapier - Send product records to alerts, databases, or business workflows.
• JSON, CSV, XML, and Excel - Export the dataset in a format suited to analysis or application import.

Frequently Asked Questions

Can I collect products from a Walgreens category?

Yes. Provide a public category URL in url, such as a URL containing a Walgreens category identifier, and set the result and page limits you need.

Can I sort Walgreens products by price or rating?

Yes. Set sort to price_asc, price_desc, rating, top_sellers, newest, name_asc, or name_desc. Use relevance for the default order.

Why is a product field missing?

Walgreens does not publish every attribute for every product. Optional values such as sale prices, UPCs, ingredients, warnings, offers, pickup status, and ratings may be unavailable and are omitted from the record.

Does the Actor return product detail information?

Yes. Dataset items can include product identifiers, pricing, descriptions, categories, images, ingredients, warnings, offers, reviews, inventory, and fulfillment fields when Walgreens publishes those values.

Can I schedule recurring Walgreens monitoring?

Yes. Create an Apify schedule to run the Actor hourly, daily, weekly, or on a custom schedule, then compare datasets to monitor product prices, promotions, and availability.

Can I export the results to CSV or Excel?

Yes. Apify datasets support JSON, CSV, Excel, XML, and other export formats. The Dataset API is also available for application integrations.

Is collecting Walgreens product data legal?

You are responsible for complying with Walgreens terms, applicable laws, privacy requirements, and any restrictions on storing or redistributing collected data. Collect only information you are permitted to use and respect reasonable request limits.

Related Actors

• Walgreens Reviews Scraper - Collect customer reviews, ratings, reviewer details, and review metadata from Walgreens product pages.
• Kroger Product Scraper - Collect product prices, availability, categories, ratings, images, and product links from Kroger.
• Kroger Reviews Scraper - Collect structured customer reviews and ratings from Kroger product pages.

Support

For issues, feature requests, or reports about changed Walgreens fields, use the Issues tab on the Actor page in Apify Console. Include the input used and the run ID when possible.

Legal Notice

This Actor is intended for legitimate collection of publicly available product information. Users are responsible for complying with Walgreens terms of use, applicable laws, privacy requirements, and any restrictions on using or redistributing collected data.