Designer Wardrobe Product Scraper: Extract Fashion Listings Instantly

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What Is Designer Wardrobe?

Designer Wardrobe (designerwardrobe.co.nz and designerwardrobe.co.au) is a premier online marketplace for luxury and designer fashion in Oceania. The platform hosts thousands of secondhand and new designer items — from handbags and shoes to clothing and accessories — making it a goldmine for fashion resellers, price analysts, and trend researchers. Manually collecting product data from search results is impractical at scale. The Designer Wardrobe Product Scraper automates this process, delivering rich product records with pricing, images, seller details, and condition information.

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Overview

The Designer Wardrobe Product Scraper extracts comprehensive product data from Designer Wardrobe search results pages. It captures product titles, pricing across NZD/AUD, images, seller information, inventory status, and over 70 additional fields per listing.

This scraper is ideal for:

• Resellers monitoring pricing trends and competitor listings
• Price aggregators building designer fashion price comparison databases
• Researchers analyzing secondhand luxury market dynamics
• Inventory managers tracking stock levels and listing performance
• Market analysts studying regional fashion demand and brand popularity

Key features include multi-country currency conversion, flexible item limits per URL, graceful error handling, and detailed seller reputation metrics.

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Input Format

The scraper accepts a JSON configuration object to define your scraping job:

{
  "urls": [
    "https://designerwardrobe.co.nz/shop/?categories=women&sort=relevance&query=boot&page=3"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters Explained

Parameter	Type	Description	Example
urls	Array (string)	Designer Wardrobe search result page URLs to scrape. Include category filters, sort options, keywords, and page numbers as needed.	["https://designerwardrobe.co.nz/shop/?categories=women&sort=relevance&query=boot&page=3"]
ignore_url_failures	Boolean	If true, the scraper continues running if some URLs fail to load or return no results. If false, a single failure halts the entire run.	true (recommended for bulk scraping)
max_items_per_url	Integer	Maximum number of product listings to extract per URL. Default is 20; increase up to 200 for full-page collection.	200

Pro tip: Construct URLs with your desired filters (category, brand, price range, sort order) to control data scope. The scraper will honor pagination and extract matching products.

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Output Format

Sample output

{
  "id": 3864927,
  "is_available": true,
  "seller_id": 275812,
  "title": "Satin Jacquard Robe / Wrap Dress (Vintage Style)",
  "suggestion_title": "beige satin jacquard robe",
  "suggestion_title_with_brand_slug": "beige satin jacquard robe brand-unknown",
  "url_title": "satin-jacquard-robe-wrap-dress-vintage-style",
  "state": null,
  "user": {
    "data": {
      "id": 275812,
      "is_spotlight": false,
      "is_top_seller": true
    }
  },
  "brand": {
    "data": {
      "id": 6600,
      "title": "Brand Unknown",
      "url_title": "brand-unknown",
      "description": null,
      "is_high_street": 1,
      "is_valet": 0,
      "is_top_100": 0,
      "is_top_100_rental": 0,
      "top_sort": 0,
      "top_sort_rental": 0,
      "is_trending_valet": 0,
      "is_trending_rent": 0,
      "is_trending_shop": 1,
      "is_popular": 0,
      "is_womens": 1,
      "is_mens": 0,
      "is_kids": 0,
      "is_home": 0,
      "is_beauty": 0,
      "image_large": null,
      "image_thumb": null
    }
  },
  "sizes": {
    "data": [
      {
        "id": 35,
        "brand_id": 0,
        "size": "",
        "standard_size_id": 0,
        "generic_size": "12",
        "alt_size": "L",
        "alt_size_title": "Generic"
      },
      {
        "id": 34,
        "brand_id": 0,
        "size": "",
        "standard_size_id": 0,
        "generic_size": "10",
        "alt_size": "M",
        "alt_size_title": "Generic"
      },
      {
        "id": 36,
        "brand_id": 0,
        "size": "",
        "standard_size_id": 0,
        "generic_size": "14",
        "alt_size": "XL",
        "alt_size_title": "Generic"
      }
    ]
  },
  "tags": {
    "data": []
  },
  "colour": "Beige",
  "colors": [
    "Beige"
  ],
  "category": {
    "data": {
      "id": 21,
      "title": "Jackets & Coats",
      "url_title": "womens-tops-jackets-and-coats"
    }
  },
  "parent_categories": [
    "women",
    "womens-tops"
  ],
  "parent_categories_string": "women-womens-tops",
  "description": "Details\n\t•\tCream/ivory satin jacquard fabric with subtle floral pattern\n\t•\tSmall black polka dot detailing throughout\n\t•\tKimono-style sleeves\n\t•\tWrap design with waist tie\n\t•\tMidi–maxi length\n\t•\tLightweight, drapey silhouette\n\t•\tIncludes lace accessory at neckline (removable styling piece)\n\t•\tVintage-inspired, lingerie/loungewear aesthetic\n\t•\tSome minor marks visible on sleeve (noted in photos)\n\n⸻\n\nMaterial\n\t•\tPolyester satin (confirmed on tag)\n\t•\tJacquard weave for textured floral pattern\n\n⸻\n\nSize\n\t•\tSize 10 (labelled)\n\t•\tBust guide on tag: 82 cm",
  "primary_image_url": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg/search",
  "cropped_image_url": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg/searchCropped",
  "listed_timestamp": "Listed just now!",
  "url": "https://designerwardrobe.co.nz/listings/3864927/satin-jacquard-robe-wrap-dress-vintage-style",
  "price": 19,
  "price_retail": 0,
  "price_retail_nzd": 0,
  "price_retail_aud": 0,
  "price_nzd": 19,
  "price_aud": 30.55,
  "original_currency": "NZD",
  "retail_saving_percent_nz": "0",
  "retail_saving_percent_au": "0",
  "retail_saving_percent_nz_int": 0,
  "retail_saving_percent_au_int": 0,
  "original_saving_percent_nz": "50",
  "original_saving_percent_au": "3",
  "original_saving_percent_nz_int": 40,
  "original_saving_percent_au_int": 30,
  "price_nzd_original": "38.00",
  "price_aud_original": "31.80",
  "is_wanted": false,
  "is_featured": false,
  "is_valet": false,
  "is_vintage": false,
  "is_sold": false,
  "is_hot": false,
  "is_reduced": true,
  "is_active": true,
  "is_expired": false,
  "is_blacklisted": false,
  "is_available_in_store": false,
  "is_deleted": false,
  "is_new": false,
  "is_consignment": false,
  "in_subs_pool": false,
  "consignor_user_id": 0,
  "recycle_consignor_id": null,
  "listing_style_id": null,
  "has_stock": false,
  "stock_count": 0,
  "sort_by_time": 1782467531,
  "created_at": 1774598620,
  "updated_at": 1782467531,
  "expired_at": null,
  "in_backup_pool": false,
  "can_not_ship_to_nz": false,
  "can_not_ship_to_au": false,
  "location": "NZ",
  "condition": "Good",
  "first_active_bump": null,
  "renewed_at": 1782467531,
  "is_seller_first_5_listings": false,
  "shipping_countries": [
    "AU"
  ],
  "number_of_questions": 0,
  "number_of_watchers": 8,
  "views": 145,
  "seller_positive_feedback_percentage": 100,
  "seller_follower_count": null,
  "is_bumped": false,
  "price_pattern": {
    "currency": "nzd",
    "sale_price_without_shipping_fee": 19,
    "original_price": 38,
    "shipping_to_nz": {
      "amount": 9,
      "currency": "NZD"
    },
    "shipping_to_au": {
      "amount": 25,
      "currency": "NZD"
    }
  },
  "sorting_price_nzd": 28,
  "sorting_price_aud": 39.6,
  "listing_tags": null,
  "primary_image": {
    "data": {
      "id": 13086663,
      "is_primary": true,
      "url_thumb": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg/thumbnail",
      "url": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg/480_614",
      "url_details": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg/details",
      "url_large": "https://dwcdn.nz/dw-images/kewood36/3864927/80f61dbe28ceb1a68d4417fa6df98cd1.jpg"
    }
  },
  "from_url": "https://designerwardrobe.co.nz/shop/?itemType=forSale&categories=women"
}

Each scraped product returns a comprehensive record with 70+ fields organized by category:

Core Product Information

Field	Description
ID	Unique product identifier in Designer Wardrobe database
Title	Product name as displayed on the listing
URL Title	URL-friendly version of the product title
Suggestion Title	Auto-completed or normalized product title
Suggestion Title With Brand Slug	Title including brand identifier for categorization
URL	Direct link to the product detail page
Description	Full product description, including materials, fit, and condition notes
Category	Primary product category (e.g., Shoes, Handbags)
Parent Categories	Hierarchical category path
Parent Categories String	Category hierarchy as concatenated text

Pricing & Currency

Field	Description
Price	Current listing price in original currency
Original Currency	Currency of the original price (e.g., AUD, NZD, USD)
Price NZD	Price converted to New Zealand Dollars
Price AUD	Price converted to Australian Dollars
Price Retail	Suggested retail price (MSRP) in original currency
Price Retail NZD	Retail price converted to NZD
Price Retail AUD	Retail price converted to AUD
Price NZD Original	Original list price in NZD before discounts
Price AUD Original	Original list price in AUD before discounts
Retail Saving Percent NZ	Discount percentage vs. retail in NZ context
Retail Saving Percent AU	Discount percentage vs. retail in AU context
Original Saving Percent NZ	Discount percentage vs. original listing price (NZ)
Original Saving Percent AU	Discount percentage vs. original listing price (AU)
Sorting Price NZD	Normalized price field for sorting and filtering (NZD)
Sorting Price AUD	Normalized price field for sorting and filtering (AUD)

Purpose: Multi-currency pricing enables regional analysis, reseller margin calculations, and arbitrage detection across NZ and AU markets.

Product Attributes

Field	Description
Brand	Designer or brand name (e.g., Gucci, Alexander McQueen)
Sizes	Available sizes for the product (e.g., XS, 6, 38)
Colour	Primary color or color description
Colors	Full list of all available colors
Condition	Item condition rating (e.g., Excellent, Good, Fair)
Tags	User-assigned or system-generated tags
Listing Tags	Additional listing tags for filtering
Is New	Boolean flag indicating if item is new/unused
Is Vintage	Flag for vintage or retro items

Images & Media

Field	Description
Primary Image URL	Full-resolution primary product image URL
Cropped Image URL	Cropped/thumbnail version of the primary image
Primary Image	Image metadata and embedded image object

Inventory & Availability

Field	Description
Is Available	Whether the product is currently available for purchase
Is Active	Whether the listing is actively published
Is Sold	Flag indicating the item has been sold
Is Expired	Whether the listing has expired past its renewal date
Is Deleted	Whether the listing was manually deleted
Has Stock	Whether stock/quantity tracking is enabled
Stock Count	Number of identical items in inventory
Is Available In Store	Whether available for in-store pickup
In Subs Pool	Subscription/watchlist pool inclusion status
In Backup Pool	Internal backup inventory pool status

Listing Status & Features

Field	Description
State	Current state of the listing (active, sold, expired)
Is Wanted	Whether the item appears in users' wishlists
Is Featured	Whether the listing has paid featured placement
Is Valet	Valet (white-glove) consignment service flag
Is Hot	Whether listing is trending or trending indicator
Is Reduced	Whether price has been recently reduced
Is Bumped	Whether listing was recently "bumped" to top
Is Consignment	Consignment listing vs. direct sale

Seller Information & Reputation

Field	Description
User	Seller username or account identifier
Seller ID	Unique seller database ID
Consignor User ID	ID of the consignment partner (if applicable)
Recycle Consignor ID	Alternative consignor identifier
Seller Positive Feedback Percentage	Seller's positive review percentage
Seller Follower Count	Number of users following the seller
Is Seller First 5 Listings	Flag for new sellers (first 5 listings)

Purpose: Seller metrics enable buyer trust assessment and power-seller identification.

Engagement & Performance Metrics

Field	Description
Views	Total number of times the listing has been viewed
Number Of Questions	Count of buyer inquiries about the product
Number Of Watchers	Count of users tracking the listing

Shipping & Regional Restrictions

Field	Description
Shipping Countries	List of countries to which the seller ships
Can Not Ship To NZ	Flag if not shipped to New Zealand
Can Not Ship To AU	Flag if not shipped to Australia
Location	Seller's location or item origin location

Timestamps & Historical Data

Field	Description
Listed Timestamp	Unix timestamp when listing was first created
Created At	Listing creation datetime
Updated At	Last update/edit timestamp
Expired At	Expiration date for the listing
Renewed At	Last renewal or bump timestamp
First Active Bump	Timestamp of the first paid bump
Sort By Time	Field used for timestamp-based sorting

Additional Metadata

Field	Description
Listing Style ID	Internal style/template ID for the listing
Price Pattern	Pricing pattern or tier classification
Is Blacklisted	Whether the seller or item is blacklisted

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How to Use

1. Find search URLs — Navigate to Designer Wardrobe (NZ or AU), apply filters (category, brand, price range, keywords), and note the full URL including all query parameters.

   Example: https://designerwardrobe.co.nz/shop/?categories=women&sort=relevance&query=boot&page=3

2. Prepare your input — Paste one or more URLs into the urls array. Adjust max_items_per_url based on expected results (20 = first page, 200 = full page).

3. Configure error handling — Set ignore_url_failures: true for large scraping jobs to avoid stopping on transient network issues.

4. Start the run — Execute the scraper and monitor the live logs for progress and any warnings.

5. Export results — Download the output as JSON, CSV, or Excel once complete.

Best practices:

• Use specific search filters to reduce noise and focus on relevant products.
• For trending analysis, scrape the same URLs weekly or monthly to track price/availability changes.
• Parse Retail Saving Percent fields to identify deeply discounted items for resale opportunities.
• Use Seller Positive Feedback Percentage to filter high-quality sellers when aggregating data.

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Use Cases & Business Value

Price Monitoring: Track luxury handbag or sneaker prices across NZ and AU markets, identifying regional arbitrage or seasonal trends.

Inventory Dashboards: Build internal dashboards showing stock levels, sell-through rates, and trending products for buyer strategy.

Competitor Research: Analyze competitor pricing, branding strategies, and market positioning in the luxury resale space.

Reseller Automation: Feed scraped product data into your CRM or inventory system, flagging high-demand or mispriced items.

Market Research: Understand which designer brands, categories, and styles are most popular in Oceania secondhand markets.

The Designer Wardrobe Scraper eliminates hours of manual product research, delivering actionable data that drives pricing strategy, sourcing decisions, and market intelligence.

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Conclusion

The Designer Wardrobe Product Scraper is a powerful tool for anyone analyzing or trading luxury fashion online. With 70+ detailed fields per product — from multi-currency pricing to seller reputation — it provides comprehensive insights unavailable through the web interface alone. Whether you're a reseller optimizing margins, a researcher tracking market trends, or a platform operator aggregating fashion data, this scraper saves time and unlocks competitive advantages.