Ulta Product Search Scraper: Extract Beauty & Cosmetics Data

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What Is Ulta.com?

Ulta Beauty is one of North America's largest beauty retailers, offering over 25,000 products across makeup, skincare, fragrance, and hair care from premium and drugstore brands. The platform's search functionality allows users to filter by product type, brand, price, and more. Manually extracting product data from Ulta's search results is labor-intensive; the Ulta Product Search Scraper automates this process, delivering structured product intelligence for competitive analysis, price monitoring, and market research.

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Overview

The Ulta Product Search Scraper extracts comprehensive product data from Ulta's search result pages, capturing 27+ fields per product. It is ideal for:

• Price intelligence teams tracking competitor pricing and discounts
• Market researchers analyzing beauty product trends and availability
• E-commerce aggregators building product databases
• Brand managers monitoring shelf presence and promotional activity

The scraper combines flexibility with reliability: configurable item limits per URL, graceful error handling, and support for paginated search results enable large-scale, uninterrupted data collection.

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Input Format

The scraper accepts a JSON configuration with the following parameters:

{
  "urls": [
    "https://www.ulta.com/search?search=lips&page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Parameter	Type	Description
urls	Array	Ulta product search URLs to scrape. Paste complete URLs including search query and pagination (e.g., ?search=lips&page=2). Supports multiple URLs per run.
ignore_url_failures	Boolean	If true, the scraper continues running even if some URLs fail. Recommended for bulk operations to prevent interruptions.
max_items_per_url	Integer	Maximum number of products to collect per URL (e.g., 200). Ulta typically displays 20–50 items per page; set this to control data volume.

Pro tip: Use specific search queries (e.g., "foundation," "mascara") to target product categories. Adjust pagination in the URL (&page=2, &page=3) to scrape across multiple result pages.

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Output Format

Sample output

{
  "sku_id": "2594033",
  "product_id": "pimprod2032003",
  "bookmarked": false,
  "image": {
    "image_url": "https://media.ultainc.com/i/ulta/2594033",
    "name": "2594033",
    "is_captions_enabled": false,
    "closed_caption_url": null,
    "video_url": null,
    "video_profiles": null,
    "meta_data": {
      "media_type": "img",
      "is_captions_enabled": false,
      "image_template": "None",
      "width": null,
      "height": null,
      "aspect_ratio": null,
      "is_image": true
    }
  },
  "alt_image": null,
  "bookmark_accessibility": null,
  "add_to_bag_accessibility": null,
  "badge": "",
  "sponsored": false,
  "brand_name": "Tarte",
  "product_name": "Maracuja Juicy Lip Plumping Gloss",
  "price_label": "",
  "rating": 4.2,
  "review_count": 1201,
  "list_price": "$27.00",
  "sale_price": null,
  "discount": null,
  "promo_text": null,
  "additional_offers_text": null,
  "review_accessibility_label": "4.2 out of 5 stars ; 1201 reviews",
  "variant_label": "8 colors",
  "kit_price": null,
  "format_on_load_beacon": null,
  "format_on_view_beacon": null,
  "sponsored_badge_label": null,
  "is_limited_stock": false,
  "product_card_tags": null,
  "badge_tags": null,
  "from_url": "https://www.ulta.com/search?search=lips&page=2"
}

Each product record includes 27 data fields covering identity, pricing, reviews, availability, and marketing metadata:

Product Identification

Field	Meaning
SKU ID	Stock Keeping Unit — unique identifier for inventory tracking
Product ID	Ulta's internal product database identifier
Product Name	Full product title as displayed in search results
Brand Name	Manufacturer or brand name (e.g., "MAC," "Fenty Beauty")

Pricing & Discounts

Field	Meaning
List Price	Original manufacturer suggested retail price (MSRP)
Sale Price	Current selling price on Ulta.com
Price Label	Formatted price display (e.g., "$15.00")
Discount	Calculated discount percentage or absolute amount
Kit Price	Price if the product is part of a bundled set
Promo Text	Text describing active promotions (e.g., "Buy 2, Get 1 Free")
Additional Offers Text	Extra incentives like loyalty rewards or seasonal deals

Ratings & Reviews

Field	Meaning
Rating	Average customer star rating (1–5 scale)
Review Count	Total number of customer reviews
Review Accessibility Label	Descriptive text for screen readers (accessibility metadata)

Visual & Content

Field	Meaning
Image	URL to the product thumbnail image
Alt Image	Alternative image URL (e.g., product from a different angle)
Variant Label	Description of product options (e.g., "Shade: Rose Gold," "Size: 0.5 oz")

Availability & Stock Status

Field	Meaning
Is Limited Stock	Boolean flag indicating if inventory is running low
Product Card Tags	Category tags (e.g., "Cruelty-Free," "Vegan," "Natural")
Badge Tags	Special designations (e.g., "New," "Best Seller," "Editor's Pick")
Badge	Visual badge displayed on the product card

User Interaction & Bookmarking

Field	Meaning
Bookmarked	Whether the product is saved to the user's favorites/wishlist
Bookmark Accessibility	Descriptive text for screen readers (bookmark button)
Add To Bag Accessibility	Accessibility label for the "Add to Cart" button

Sponsored & Marketing Data

Field	Meaning
Sponsored	Boolean flag if the product listing is paid/sponsored
Sponsored Badge Label	Text label identifying sponsored products
Format On Load Beacon	Tracking pixel or beacon fired when page loads
Format On View Beacon	Analytics beacon triggered when product enters viewport

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How to Use

1. Find search URLs — Visit Ulta.com and perform a product search (e.g., "lips," "foundation"). Navigate through pages if needed.
2. Copy the search URL — Copy the complete URL from your browser, including the search parameter and page number. Example: https://www.ulta.com/search?search=lips&page=2
3. Paste into configuration — Add the URL(s) to the urls array. You can scrape multiple search queries in a single run.
4. Set max items — Configure max_items_per_url based on your needs (typical range: 20–200 products per URL).
5. Enable error handling — Set ignore_url_failures: true for large-scale runs to avoid interruptions.
6. Run the scraper — Execute and monitor progress in the run log.
7. Export data — Download results as JSON, CSV, or Excel.

Common tips:

• Ulta search URLs support filtering by category, price range, and rating. Adjust the search query to narrow scope.
• The &page= parameter controls pagination; increment it manually in URLs for multi-page scraping.
• Limited stock status updates frequently; run the scraper periodically for fresh inventory data.

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Use Cases & Business Value

Price Monitoring: Track Ulta's prices against competitor offerings (Sephora, Amazon) in real-time.

Product Intelligence: Monitor which products are trending (high review counts, new badges) and plan inventory decisions.

Market Research: Analyze brand presence, discount patterns, and product availability across categories (makeup, skincare, fragrance).

Assortment Planning: Identify best-sellers and top-rated products to guide purchasing and merchandising.

SEO & Content: Gather product data for building independent review sites, comparison tools, or beauty recommendation engines.

The scraper delivers clean, structured data that integrates seamlessly into analytics platforms, spreadsheets, and databases — eliminating weeks of manual data entry.

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Conclusion

The Ulta Product Search Scraper is a powerful tool for anyone needing reliable, large-scale beauty product data. Whether you're monitoring prices, tracking trends, or building product databases, this scraper extracts 27+ fields of actionable intelligence from Ulta search results. Get started today and unlock insights into the competitive beauty retail landscape.