Boots Products Scraper

Scrapes Boots product data and reviews for:

• UK (boots.com)

• Ireland (boots.ie)

  Supported URL Types

  URL Pattern	Example
  Main site	https://www.boots.com
  Category	https://www.boots.com/beauty/skincare
  Brand	https://www.boots.com/brands/no7
  Product	https://www.boots.com/no7-future-renew-uv-defence-shield-spf50-40ml-10311153
  Search	https://www.boots.com/sitesearch?searchTerm=moisturiser

  Both boots.com (UK) and boots.ie (Ireland) domains are supported and automatically detected from the URL.

Example Inputs

{
  "start_urls": [
    { "url": "https://www.boots.com/beauty/skincare" },
    { "url": "https://www.boots.com/brands/no7" },
    { "url": "https://www.boots.ie/beauty/skincare" }
    { "url": "https://www.boots.com/sitesearch?searchTerm=moisturiser" }
  ],
  "max_products": 20
}

Example Output

{
  "name": "The Ordinary The Clear Set",
  "brand": "The Ordinary",
  "sku": "2891120",
  "pid": "2891119",
  "price": 15.1,
  "rrp": 15.1,
  "currency": "GBP",
  "link": "https://www.boots.com/the-ordinary-the-clear-set-10335052",
  "imageUrl": "https://boots.scene7.com/is/image/Boots/10335052?op_sharpen=1",
  "description": "The Ordinary The Clear Set",
  "highlights": [
    "anti-pollution",
    "deep cleansing",
    "travel-size",
    "soothing",
    "oil control",
    "cleansing"
  ],
  "category": [
    "gift",
    "beauty & skincare",
    "toiletries",
    "wellness"
  ],
  "promotions": [
    "Receive a free gift when you spend £25 on selected The Ordinary - online only, while stock lasts"
  ],
  "reviewRating": 4.41,
  "reviewCount": 139,
  "availability": "In stock",
  "fullDescription": "The Clear Set from The Ordinary offers a targeted regimen, with Salicylic Acid 2% Solution formulated for blemish-prone skin.\n\nIt includes the Glucoside Foaming Cleanser - a gel-like foaming cleanser that effectively helps remove dirt and environmental impurities. Glucoside Foaming Cleanser respects even the most delicate skin - including babies’. Over time it also improves the look of skin clarity, texture, radiance, and suppleness.\n\nThe set also contains the Salicylic Acid 2% Solution - a water-based serum made with an optimal concentration of salicylic acid which targets textural irregularities while removing dead skin cells that can clog pores. This serum is suitable for teens and adults with blemish-prone skin. It promotes exfoliation to reduce congestion, giving way to brighter, clearer-looking skin.\n\nFinally, the Natural Moisturizing Factors + Beta Glucan is a lightweight gel moisturizer designed to provide all day hydration after just one application. It is formulated with natural moisturizing factors, beta glucan and ceramides and works to help strengthen the skin barrier.",
  "fullDescriptionHtml": "The Clear Set from The Ordinary offers a targeted regimen, with Salicylic Acid 2% Solution formulated for blemish-prone skin.<br/><br/>It includes the Glucoside Foaming Cleanser - a gel-like foaming cleanser that effectively helps remove dirt and environmental impurities. Glucoside Foaming Cleanser respects even the most delicate skin - including babies’. Over time it also improves the look of skin clarity, texture, radiance, and suppleness.<br/><br/>The set also contains the Salicylic Acid 2% Solution - a water-based serum made with an optimal concentration of salicylic acid which targets textural irregularities while removing dead skin cells that can clog pores. This serum is suitable for teens and adults with blemish-prone skin. It promotes exfoliation to reduce congestion, giving way to brighter, clearer-looking skin.<br/><br/>Finally, the Natural Moisturizing Factors + Beta Glucan is a lightweight gel moisturizer designed to provide all day hydration after just one application. It is formulated with natural moisturizing factors, beta glucan and ceramides and works to help strengthen the skin barrier.",
  "reviews": [
    {
      "id": "180606155",
      "rating": 4,
      "title": "Great Product",
      "text": "Bought this product for the 1st time after hearing how good it was.\nGifted to my daughter for her birthday, she found the products is very kind to skin and leaves her face feeling refreshed and rejuvenated.\nWould recommend",
      "author": "Natalie",
      "date": "2026-03-26T09:07:26.000+00:00",
      "freeSample": "No",
      "bootsReviewPanel": "No"
    }
  ],
  "productType": [
    "serum",
    "gift set",
    "moisturiser",
    "cleanser"
  ]
}

Pricing (Pay-Per-Event)

This Actor uses pay-per-event billing. You are only charged for what you actually scrape.

Event	Price	When charged
product-listing	$0.002	Each product discovered from a category, brand, or search listing (Algolia API)
product-page	$0.005	Each product enriched with full detail from the product page (description, ingredients, directions)
review	$0.0005	Per individual customer review fetched
question-answer	$0.0005	Per individual Q&A item fetched

Reviews and Q&A require the product page to be fetched.