Reserved Product Search Scraper: Extract Fashion Catalog Data at Scale

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What Is Reserved.com?

Reserved.com is a major European fashion retailer offering clothing, accessories, and footwear across multiple markets and languages. With thousands of SKUs constantly changing prices, stock levels, and promotions, manually tracking product data is impractical. The Reserved Product Search Scraper automates the extraction of product catalog information from Reserved search results, providing retailers, analysts, and competitors with real-time fashion market intelligence.

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Overview

The Reserved Product Search Scraper extracts product listings from Reserved.com search pages—such as category or filtered results—and delivers structured data with 90+ fields per item. It is designed for:

• E-commerce teams monitoring competitor pricing and promotions
• Fashion analysts tracking inventory and trend data across regions
• Price comparison platforms integrating Reserved products
• Market researchers studying fashion retail strategies
• Retailers benchmarking their own catalog against Reserved offerings

The scraper handles pagination, multi-language content, regional pricing variants, and rich product metadata including images, ratings, stock flags, and dynamic promotional data.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.reserved.com/nl/de/damen/t-shirts-tops-body/alles-anzeigen?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Type	Description
urls	Array	Direct links to Reserved search result pages (category, filtered view, or paginated list). Supports multiple regional and language variants.
max_items_per_url	Integer	Maximum number of products to extract per URL (e.g., 200). Useful for controlling data volume and run time.
ignore_url_failures	Boolean	If true, the scraper continues running if some URLs fail, rather than stopping the entire job. Recommended for bulk operations.

Example URL: https://www.reserved.com/[region]/[language]/[category]/alles-anzeigen?page=[number]
Supports all Reserved regional domains and language settings.

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Output Format

Sample output

{
  "id": 8224883,
  "name": "Maxikleid",
  "sticker": null,
  "stickers": {
    "quaternary": [
      {
        "label": "-28%",
        "color": "#ed1c24",
        "background_color": "#ffffff",
        "sticker_id": 4789,
        "text_color": "#ed1c24",
        "text_color_dark": "",
        "background_color_dark": "",
        "border_color": "",
        "border_color_dark": "",
        "icon_url": "",
        "icon_url_dark": ""
      }
    ]
  },
  "has_discount": null,
  "img": null,
  "images": null,
  "first_photo": null,
  "gallery": null,
  "photos": {
    "category_photo": "https://static.reserved.com/media/catalog/product/cache/850/a4e40ebdc3e371adff845072e1c73f37/3/6/360KU-33X-001-1-1266328.jpg",
    "category_photo_back": "https://static.reserved.com/media/catalog/product/cache/850/a4e40ebdc3e371adff845072e1c73f37/3/6/360KU-33X-004-1-1266328.jpg"
  },
  "photos_qty": null,
  "sku": "360KU-33X",
  "type_id": null,
  "currency": "EUR",
  "price": null,
  "final_price": 25.99,
  "brand": null,
  "photo_description": null,
  "url": "https://www.reserved.com/nl/de/maxikleid-360ku-33x",
  "is_dynamic_sticker_available": null,
  "dynamic_sticker_text": null,
  "min_qty": 1,
  "min_qty_regular_price": null,
  "formatted_min_qty_regular_price": null,
  "min_qty_final_price": null,
  "formatted_min_qty_final_price": null,
  "version": 1,
  "name_pl": null,
  "final_price_type": "clearance",
  "color_options": [
    {
      "product_id": 8172721,
      "sku": "360KU-MLC",
      "color": {
        "name": "meerkleurig",
        "photo": "https://static.reserved.com/media/catalog/product/cache/40/a4e40ebdc3e371adff845072e1c73f37/3/6/360KU-MLC-999-1-1266595.jpg"
      }
    },
    {
      "product_id": 8224883,
      "sku": "360KU-33X",
      "color": {
        "name": "rot",
        "photo": "https://static.reserved.com/media/catalog/product/cache/40/a4e40ebdc3e371adff845072e1c73f37/3/6/360KU-33X-999-1-1266328.jpg"
      }
    }
  ],
  "sizes": [
    "XS",
    "S",
    "L",
    "XL",
    "XXL"
  ],
  "min_qty_mobile_final_price": null,
  "formatted_min_qty_mobile_final_price": null,
  "mobile_final_price": 25.99,
  "mobile_final_price_type": null,
  "min_qty_mobile_regular_price": null,
  "formatted_min_qty_mobile_regular_price": null,
  "mobile_regular_price": 35.99,
  "formatted_mobile_regular_price": null,
  "has_mobile_discount": null,
  "alternative_currency_final_price": "",
  "alternative_currency_regular_price": "",
  "alternative_currency": "",
  "video": null,
  "history_price": 0,
  "formatted_history_price": null,
  "mobile_history_price": 0,
  "formatted_mobile_history_price": null,
  "alternative_currency_mobile_final_price": "0",
  "formatted_alternative_currency_mobile_final_price": null,
  "alternative_currency_min_qty_mobile_final_price": null,
  "formatted_alternative_currency_min_qty_mobile_final_price": null,
  "alternative_currency_mobile_regular_price": "0",
  "formatted_alternative_currency_mobile_regular_price": null,
  "alternative_currency_min_qty_mobile_regular_price": null,
  "formatted_alternative_currency_min_qty_mobile_regular_price": null,
  "mobile_special_from_date": null,
  "mobile_special_to_date": null,
  "rating_data": null,
  "flash_sale_progress": null,
  "bestseller": null,
  "extended_name": "Maxikleid",
  "merchant": {
    "merchant_id": 1,
    "is_external": false,
    "name": "Reserved"
  },
  "promotion": true,
  "categories_list": [
    "Damen",
    "Kleider, Overalls",
    "Maxikleid",
    "Kleider, Jumpsuits",
    "Exklusives Angebot",
    "Kleider, Jumpsuits",
    "Alles anzeigen",
    "Alles anzeigen",
    "Alles anzeigen",
    "Alles anzeigen",
    "Kleider",
    "Kleider",
    "Kleider"
  ],
  "final_price_formatted": "25,99",
  "features": {
    "produkttyp": [
      "Kleid"
    ],
    "länge": [
      "maxi"
    ],
    "ausschnitt": [
      "V-Ausschnitt"
    ],
    "ärmel": [
      "ärmellose"
    ],
    "material": [
      "Viskose"
    ],
    "muster": [
      "einfarbig"
    ],
    "form": [
      "lockerer Schnitt"
    ]
  },
  "sellable": true,
  "store_code": "res_nl_de",
  "line": "CASUAL",
  "color": "rot:red",
  "unit": "ST.",
  "collection_name": "Re Ladies 26/1",
  "position": 1000,
  "mobile_history_price_formatted": "",
  "formatted_mobile_special_price": "0,00",
  "object_id": null,
  "blocked": false,
  "history_price_formatted": "",
  "special_price": 0,
  "price_range_point": "von 20 bis   50 EUR",
  "mobile_special_price_date_to": "",
  "characteristics": [],
  "clearance_price": 25.99,
  "mobile_final_price_formatted": "25,99",
  "is_low_stock": false,
  "season": "SS 2026",
  "mobile_regular_price_formatted": "35,99",
  "low_stock": false,
  "mobile_special_price_date_from": "",
  "rms_class": "1115",
  "rms_subclass_name": "C_dresses",
  "has_pdp_video": false,
  "store_id": 1113,
  "rms_department_name": "ladies' RES",
  "description": "Lässig geschnittenes Kleid aus Viskose.    V-Ausschnitt  dekorative Schleifen an den Schultern  Maxilänge     Das Modell präsentiert das Produkt in der Originalgröße S/36. Größe des Modells: 178 cm",
  "categories": {
    "lvl0": [
      "Damen"
    ],
    "lvl1": [
      "Damen > Kleider, Overalls",
      "Damen > Exklusives Angebot"
    ],
    "lvl2": [
      "Damen > Kleider, Overalls > Maxikleid",
      "Damen > Sale bis zu -50% > Kleider, Jumpsuits",
      "Damen > Exklusives Angebot > Kleider, Jumpsuits",
      "Damen > -30% | Sommerangebot > Alles anzeigen",
      "Damen > -22% | Rabattcode: SINGLE22 > Alles anzeigen",
      "Damen > -22% | Rabattcode: SINGLE22 > Alles anzeigen",
      "Damen > Kleider, Overalls > Alles anzeigen",
      "Damen > -30% | Sommerangebot > Kleider",
      "Damen > -22% | Rabattcode: SINGLE22 > Kleider",
      "Damen > -22% | Rabattcode: SINGLE22 > Kleider"
    ]
  },
  "rms_department": "11",
  "mobile_special_price": 0,
  "rms_subclass": "1514",
  "rms_class_name": "dresses",
  "regular_price": 35.99,
  "regular_price_formatted": "35,99",
  "sex": "Damen",
  "feature_set": "Sukienki damskie",
  "from_url": "https://www.reserved.com/nl/de/?query=dress"
}

Each product record contains 90+ fields covering identification, pricing, media, inventory, and promotional data:

Product Identification

Field	Meaning
ID	Unique product identifier within Reserved's system
Object ID	Alternative unique identifier for tracking
SKU	Stock Keeping Unit for inventory management
Name	Product name in the selected language
Extended Name	Full product name with additional descriptors
Name PL	Product name in Polish (if available)
URL	Direct link to the product detail page
Type ID	Category or product type classifier

Pricing (Desktop & Mobile)

Field	Meaning
Price	Regular listed price
Final Price	Current selling price after discounts
Regular Price	Base price before promotions
Mobile Price	Mobile-specific regular price
Mobile Final Price	Price shown to mobile users
Mobile Regular Price Formatted	Formatted mobile regular price with currency symbol
Mobile Final Price Formatted	Formatted mobile final price with currency symbol
Price Formatted	Formatted regular price
Final Price Formatted	Formatted final price with currency
Currency	Currency code (e.g., EUR, PLN)
Alternative Currency	Secondary currency (if available)
Alternative Currency Final Price	Final price in alternative currency
Alternative Currency Regular Price	Regular price in alternative currency
Alternative Currency Mobile Final Price	Mobile final price in alternative currency
Alternative Currency Mobile Regular Price	Mobile regular price in alternative currency

Discounts & Promotions

Field	Meaning
Has Discount	Boolean flag: product has an active discount
Has Mobile Discount	Boolean flag: mobile-specific discount applies
Special Price	Promotional price (e.g., flash sale or limited-time offer)
Mobile Special Price	Promo price for mobile users
Mobile Special Price Date From	Start date of mobile promo
Mobile Special Price Date To	End date of mobile promo
History Price	Historical pricing data for trend analysis
Mobile History Price	Mobile-specific price history
History Price Formatted	Formatted historical price
Mobile History Price Formatted	Formatted mobile history price
Clearance Price	Clearance or final sale pricing
Promotion	Active promotion or campaign name
Flash Sale Progress	Real-time progress indicator for flash sales

Media & Visuals

Field	Meaning
Image	Primary product image URL
Images	Array of all product images
First Photo	First image in the gallery
Gallery	Complete gallery metadata and URLs
Photos	All photos associated with the product
Photos Quantity	Total number of product photos
Photo Description	Alt text or captions for images
Video	Product video URL (if available)
Has PDP Video	Boolean: product detail page includes a video
Dynamic Sticker Available	Boolean: dynamic promotional sticker can be shown
Dynamic Sticker Text	Text displayed on the dynamic sticker
Sticker	Static promotional sticker label
Stickers	Multiple stickers/badges (sale, new, etc.)

Product Attributes

Field	Meaning
Color	Primary color of the product
Color Options	Available color variants
Sizes	Available size range (e.g., XS-XXL)
Sex	Target gender (damen, herren, children)
Brand	Brand name if applicable
Unit	Unit of measurement or bundle size
Features	Product feature tags or highlights
Feature Set	Structured feature collection
Characteristics	Additional product attributes
Collection Name	Collection or season this item belongs to
Season	Season code (e.g., SS2024, FW2024)

Inventory & Availability

Field	Meaning
Sellable	Boolean: product is available for purchase
Blocked	Boolean: product is blocked/hidden from sale
Low Stock	Boolean: item has limited availability
Low Stock Flag	Stock level indicator (critical, low, medium, high)
Minimum Quantity	Minimum purchase quantity
Minimum Quantity Regular Price	Price for minimum quantity purchase
Minimum Quantity Final Price	Discounted price for minimum quantity
Minimum Quantity Mobile Final Price	Mobile price for minimum quantity
Minimum Quantity Mobile Regular Price	Mobile regular price for minimum quantity
Store Code	Fulfillment warehouse or store ID
Store ID	Internal store identifier

Ratings & Social Proof

Field	Meaning
Rating Data	Customer ratings and review metadata
Bestseller	Boolean: product is a bestseller in its category

Classification & Organization

Field	Meaning
Categories	Product categories (breadcrumb path)
Categories List	Array of all category tags
RMS Department	Retail Management System department code
RMS Department Name	Department name (e.g., "Women's Apparel")
RMS Class	Product class code
RMS Class Name	Class name (e.g., "Tops")
RMS Subclass	Product subclass code
RMS Subclass Name	Subclass name (e.g., "T-Shirts")
Line	Product line or sub-brand
Position	Display position in search results

Merchant & Fulfillment

Field	Meaning
Merchant	Seller or merchant ID
Version	Product data version or variant
Final Price Type	Price type indicator (regular, promo, etc.)
Mobile Final Price Type	Mobile price type
Price Range Point	Price tier for range displays

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How to Use

1. Identify search URLs — Navigate to Reserved.com, filter by category (e.g., Women → T-Shirts), and copy the full URL from the address bar. Include pagination parameters if needed.
2. Configure input — Paste URLs into the urls array. Set max_items_per_url based on your data needs (e.g., 50 for fast runs, 200 for complete data).
3. Enable failure tolerance — Set ignore_url_failures: true for large-scale scrapes to avoid interruptions.
4. Run the scraper — Execute the actor and monitor progress in the logs.
5. Export results — Download output as JSON, CSV, or Excel for analysis, database import, or integration with downstream tools.

Best practices:

• Test with a single URL first to verify output structure
• Use regional URLs (e.g., .com/nl/de/, .com/en/gb/) to collect region-specific pricing
• Combine with pagination parameters to collect multiple pages systematically
• Schedule recurring runs to track price and stock changes over time

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Use Cases & Business Value

• Price monitoring: Track Reserved's pricing strategy and identify promotional patterns
• Competitive intelligence: Benchmark your product catalog against Reserved's offerings
• Trend analysis: Analyze which products are bestsellers, trending colors, and seasonal patterns
• Supply chain optimization: Extract stock and inventory data for demand forecasting
• Content aggregation: Feed Reserved products into your own marketplace or comparison site

The Reserved Product Search Scraper transforms raw HTML search results into machine-readable data, enabling rapid analysis of fashion market trends, competitor strategies, and customer demand signals.

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Conclusion

The Reserved Product Search Scraper is a comprehensive solution for anyone needing structured e-commerce data from Reserved.com. With 90+ output fields covering pricing, inventory, media, and promotional details, it eliminates manual data collection and unlocks actionable insights for retail, market research, and competitive analysis. Start scraping today and harness Reserved's catalog data for strategic advantage.