Notino.com Products Search Scraper: Extract Beauty Product Data at Scale

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What Is Notino.com?

Notino.com is one of Europe's largest online retailers specializing in perfumes, cosmetics, skincare, and beauty products. Operating across dozens of country-specific domains (.co.uk, .de, .fr, .cz, and more), Notino hosts hundreds of thousands of product listings from thousands of global brands.

For businesses and researchers who need to monitor pricing, track stock availability, or analyze product catalogs at scale, manually browsing Notino is impractical. The Notino Products Search Scraper automates this entirely — turning any search or category page into a structured, export-ready dataset.

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Overview

The Notino.com Products Search Scraper targets product listing pages — search results, brand pages, and filtered category views — and extracts every available product attribute per listing. It works across all Notino country sites, making it suitable for multi-market analysis.

Designed for:

• E-commerce analysts tracking competitor pricing and promotions
• Brand managers monitoring how their products appear on Notino
• Data scientists building beauty product datasets for ML or research
• Retailers and resellers tracking stock availability and discount patterns
• Market researchers studying assortment depth by brand or category

Key capabilities include configurable item limits per URL, resilient error handling for failed pages, and support for all Notino regional domains.

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Input Format

The scraper accepts a simple JSON configuration:

{
  "urls": [
    "https://www.notino.co.uk/nivea/?f=2-1-6462"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field Reference

Field	Type	Default	Description
urls	array	—	One or more Notino product search/category page URLs to scrape. Supports brand pages, search results, and filtered views.
ignore_url_failures	boolean	true	When true, the scraper continues running if a URL fails, skipping it instead of stopping the entire run. Recommended for bulk jobs.
max_items_per_url	integer	20	Maximum number of products collected per URL. Increase up to 200+ for full category coverage.

URL Tips

• Use brand + filter URLs (e.g., /nivea/?f=2-1-6462) to target specific product types within a brand
• Switch the domain to target other countries: notino.de, notino.fr, notino.es, etc.
• Pagination is handled automatically — no need to manually add page parameters
• Paste multiple URLs to scrape several categories or brands in a single run

Example multi-market input:

"urls": [
  "https://www.notino.co.uk/lancome/",
  "https://www.notino.de/lancome/",
  "https://www.notino.fr/lancome/"
]

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Output Format

Sample output

{
  "id": 16180070,
  "master_id": 16180070,
  "url": "/essence/extreme-shine-transparent-lip-gloss/",
  "price_information": {
    "price": 1.8,
    "tax": 20,
    "original_price": null,
    "dual_price": null,
    "unit_price": {
      "price_per_unit": 360,
      "unit": {
        "unit_name": "l",
        "amount": 1
      }
    }
  },
  "image_url": "/essence/4059729302809_01-o__240513.jpg",
  "name": "Extreme Shine",
  "sub_name": "",
  "brand_name": "essence",
  "annotation": "plumping lip gloss",
  "stock_availability": "MoreThan20",
  "product_code": "ESSEXSW_KLIP55",
  "product_ad_id": "ad_14b3caa576a11bcf06b6dca8010e3af8",
  "master_product_code": "ESSEXSW_KLIP55",
  "review_information": {
    "score": 4.4,
    "count": 10
  },
  "show_grouped": true,
  "is_new_item": false,
  "elis_id": 1921079,
  "master_catalog_id": 1921079,
  "is_pharmacy": false,
  "wishlist_disabled": false,
  "is_forbidden_to_offer": false,
  "has_free_delivery": false,
  "has_modiface": false,
  "is_sponsored": true,
  "discount_reason": "OnSale",
  "special_offer_info": {
    "type": "None",
    "sale": null,
    "show_icon": false,
    "discount_code": null
  },
  "promotion_data": {
    "free_delivery": false,
    "is_discount": false,
    "discount_value": null,
    "discount_type": "Relative",
    "voucher_code": null,
    "tags": [],
    "discount_with_condition": {
      "name": "Cosmetics",
      "name_type": "Category",
      "condition": 10,
      "condition_type": "Price",
      "discount": 15,
      "dual_condition": null,
      "dual_discount": null
    },
    "free_delivery_with_condition": null,
    "campaign_ids": [
      63627
    ],
    "discounted_price": null,
    "dual_discounted_price": null,
    "voucher_not_for_cheapest": false
  },
  "variants": [
    {
      "id": 16172779,
      "additional_info": "shade 11 5 ml",
      "colors": [
        "D88F86"
      ]
    },
    {
      "id": 16334861,
      "additional_info": "shade 16 Nude Sorbet 5 ml",
      "colors": [
        "e06c60"
      ]
    },
    {
      "id": 16290292,
      "additional_info": "shade 14 Biscuit Bliss 5 ml",
      "colors": [
        "754533"
      ]
    },
    {
      "id": 16338658,
      "additional_info": "shade 02 Summer Punch 5 ml",
      "colors": [
        "F79CC9"
      ]
    },
    {
      "id": 16358117,
      "additional_info": "shade 21 Pretty in Pink 5 ml",
      "colors": [
        "ff4d72"
      ]
    },
    {
      "id": 16358113,
      "additional_info": "shade 19 Frosted Fairy 5 ml",
      "colors": [
        "FDC4A5"
      ]
    },
    {
      "id": 16290293,
      "additional_info": "shade 15 Rusty Kiss 5 ml",
      "colors": [
        "ba302b"
      ]
    },
    {
      "id": 16263032,
      "additional_info": "shade 13 Glazed Berry 5 ml",
      "colors": [
        "B73E5B"
      ]
    },
    {
      "id": 16261994,
      "additional_info": "shade 12 Dazzling Apricot 5 ml",
      "colors": [
        "FF856D"
      ]
    },
    {
      "id": 16183646,
      "additional_info": "shade 101 Milky Way 5 ml",
      "colors": [
        "F8FBFA"
      ]
    },
    {
      "id": 16180070,
      "additional_info": "shade 01 Crystal Clear 5 ml",
      "colors": [
        "FFFFFF"
      ]
    },
    {
      "id": 16334866,
      "additional_info": "shade 17 Mocha Mingle 5 ml",
      "colors": [
        "a44c40"
      ]
    },
    {
      "id": 16172780,
      "additional_info": "shade 10 5 ml",
      "colors": [
        "CC7AC4"
      ]
    },
    {
      "id": 16334869,
      "additional_info": "shade 18 Flaming Rose 5 ml",
      "colors": [
        "fa4b5c"
      ]
    }
  ],
  "categories": [],
  "sub_categories": [],
  "types": [],
  "kinds": [],
  "attributes": [],
  "product_attributes": [
    "Gift"
  ],
  "product_tags": [
    {
      "type": "Label",
      "value": "OnSale"
    },
    {
      "type": "Label",
      "value": "FreeGift"
    }
  ],
  "product_variants": {
    "count": 14,
    "display_type": "ColorPicker",
    "displayed_variants": [
      {
        "catalog_id": 1921079,
        "display_value": "FFFFFF"
      },
      {
        "catalog_id": 1921088,
        "display_value": "F8FBFA"
      },
      {
        "catalog_id": 7130762,
        "display_value": "FDC4A5"
      }
    ]
  },
  "primary_category": "Makeup",
  "primary_subcategory": "Lips",
  "primary_type": "Lip Glosses",
  "primary_kind": "Cosmetics and other needs",
  "can_show_labels": true,
  "is_loreal_label": false,
  "from_url": "https://www.notino.co.uk/search.asp?exps=lip"
}

Each scraped product returns a rich record with 40+ fields covering identity, pricing, availability, taxonomy, and promotional metadata.

Identity & Linking

Field	Meaning
ID	Unique Notino identifier for this specific product variant
Master ID	Identifier grouping all variants of the same base product
Master Catalog ID	Catalog-level master ID used internally by Notino
Master Product Code	Shared product code across all variants
Product Code	SKU-level code for this specific variant
Elis ID	Internal system identifier (Notino's catalog management reference)
Product Ad ID	Identifier used for advertising and sponsored placement tracking
URL	Direct link to the product detail page

Naming & Branding

Field	Meaning
Name	Primary product name as displayed on the listing
Sub Name	Secondary name or subtitle (e.g., variant descriptor, edition name)
Brand Name	The brand that manufactures the product
Annotation	Short marketing description or tagline shown on the listing card

Pricing & Promotions

Field	Meaning
Price Information	Full pricing object including current price, original price, currency, and discount percentage
Discount Reason	Text explaining why a discount is applied (e.g., "clearance", "promotion")
Special Offer Info	Details of any active special offer attached to the product
Promotion Data	Structured data about ongoing promotional campaigns (e.g., bundle deals, loyalty offers)
Has Free Delivery	Whether the product currently qualifies for free shipping

Availability & Stock

Field	Meaning
Stock Availability	Current stock status (e.g., in stock, limited, out of stock)
Is Forbidden To Offer	Whether the product is restricted from being listed or sold in the current market

Media

Field	Meaning
Image URL	URL of the primary product image
Has Modiface	Whether the product supports Modiface AR try-on functionality

Reviews & Social Proof

Field	Meaning
Review Information	Aggregated review data including rating score and review count

Product Flags & Attributes

Field	Meaning
Is New Item	Whether the product is flagged as newly added to Notino
Is Sponsored	Whether the listing is a paid/sponsored placement
Is Pharmacy	Whether the product belongs to the pharmacy/dermopharmacy segment
Show Grouped	Whether variants are grouped together under one listing card
Can Show Labels	Whether promotional labels (e.g., "New", "Sale") are eligible to display
Is Loreal Label	Whether the product carries a L'Oréal group brand label
Wishlist Disabled	Whether the wishlist/save feature is disabled for this product

Taxonomy & Classification

Field	Meaning
Categories	All top-level categories the product belongs to
Sub Categories	Subcategory classifications within the primary category
Types	Product type tags (e.g., "Eau de Parfum", "Moisturizer")
Kinds	More granular classification within a type (e.g., "for dry skin")
Primary Category	The single main category used for primary navigation
Primary Subcategory	The single main subcategory
Primary Type	The dominant product type classification
Primary Kind	The dominant kind classification

Variants & Product Structure

Field	Meaning
Variants	Summary of available variants (e.g., sizes, shades)
Product Variants	Full variant-level detail including individual codes, prices, and availability per variant
Attributes	General product attributes (e.g., "vegan", "alcohol-free")
Product Attributes	Detailed structured attributes specific to the product type
Product Tags	Tags used for internal filtering and recommendations

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How to Use

1. Find your target pages — Navigate to Notino.com (any country domain) and open a brand page, category page, or search results page with filters applied. Copy the full URL.
2. Build your input — Add the URL(s) to the urls array. Set max_items_per_url based on how many products you need (up to 200 per URL is a practical starting point for category pages).
3. Configure error handling — Keep ignore_url_failures: true for multi-URL runs to prevent a single bad URL from halting the job.
4. Run the scraper — Start the actor and monitor progress in the run log.
5. Export your data — Download results as JSON, CSV, or Excel for use in spreadsheets, databases, or BI platforms.

Best practices:

• Use filtered URLs (with ?f=... parameters) to narrow results to a specific product type, reducing noise in your dataset
• For brand-wide coverage across multiple markets, pass country-specific URLs in a single run
• If max_items_per_url is set lower than the total page count, the scraper will collect the first N items in the listing order

Common issues:

• If a URL returns zero results, confirm it is a product listing page (search or category), not a single product detail page
• Heavily filtered URLs with very few results may return fewer items than your max_items_per_url limit — this is expected behavior

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Use Cases & Business Value

• Price monitoring: Track daily or weekly price changes across brands or categories on Notino
• Promotional intelligence: Capture discount reasons and special offer data to understand Notino's promotional calendar
• Catalog auditing: Verify that your brand's products are correctly listed, categorized, and attributed
• Competitive benchmarking: Compare product depth, pricing, and availability between competing brands
• Market entry research: Analyze assortment and pricing on country-specific Notino domains before entering a new market
• ML dataset building: Collect large-scale, structured beauty product data for training recommendation or classification models

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Conclusion

The Notino.com Products Search Scraper delivers one of the most comprehensive product datasets available from any European beauty retailer. With 40+ fields per product — spanning pricing, promotions, taxonomy, variants, and flags — it provides the depth needed for serious e-commerce intelligence. Whether you are monitoring a single brand or mapping an entire category across multiple markets, this scraper turns Notino listing pages into structured, actionable data in minutes.