YesStyle Product Search Scraper: Extract Fashion & Beauty Catalog Data

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What Is YesStyle?

YesStyle is a leading Asian e-commerce platform specializing in beauty, cosmetics, skincare, and fashion products. With an extensive catalog spanning Korean beauty, Japanese skincare, and trendy fashion items, it serves millions of customers across multiple regions. The platform regularly updates inventory, pricing, and promotional badges (Bestseller, YS Awards, etc.). Manually tracking product data across categories and regions is impractical — the YesStyle Product Search Scraper automates this, delivering comprehensive product intelligence at scale.

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Overview

The YesStyle Product Search Scraper extracts product listings from YesStyle search pages, converting category browsing results into structured, actionable data. It is ideal for:

• E-commerce researchers benchmarking Asian beauty and fashion trends
• Price monitoring services tracking YesStyle product discounts over time
• Competitive analysts studying product positioning and award badges
• Dropshippers & resellers identifying bestsellers and trending items
• Data scientists building datasets for market analysis and demand forecasting

Key features include flexible URL filtering, graceful error handling, and capture of 15+ product attributes including pricing, regional variants, and award badges.

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Input Format

The scraper accepts a JSON configuration with three main parameters:

{
  "urls": [
    "https://www.yesstyle.com/nl/beauty-make-up/list.html/bcc.15479_bpt.46?pn=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters Explained

Parameter	Type	Description
urls	Array of strings	Product search list page URLs from YesStyle. Paste direct links to filtered category or search results pages. The scraper will extract product cards from each page.
ignore_url_failures	Boolean	If true, the scraper continues running if some URLs fail (network errors, page not found, etc.). If false, any failure stops the entire run. Default: true.
max_items_per_url	Integer	Maximum number of products to extract per URL. Useful for controlling data volume (e.g., 20 for a small test, 200 for full category dumps). Default: 20.

Tips for best results:

• Use filtered search URLs (e.g., by price range, brand, rating) to target specific product subsets
• Increase max_items_per_url to 200+ when scraping large category pages
• Include pagination parameters (e.g., ?pn=2) to scrape multiple pages of the same search

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Output Format

Example Output Record

{
  "product": {
    "url": "/nl/petersons-lab-caffeine-anti-wrinkle-lip-cream-3-types-light-10g/info.html/pid.1132328262",
    "new": false,
    "child_product_ids": [
      1132328261,
      1132328263,
      1136379083
    ],
    "has_videos": false,
    "new_arrival_sale": false,
    "new_picks": false,
    "item_status": "FLASH SALE",
    "black_friday2025": false,
    "mega_sale2025": false,
    "promotion_deal": false,
    "mega_sale": false,
    "year_end_sale": false,
    "black_friday": false,
    "eco_friendly": false,
    "final_clearance": false,
    "bogo": false,
    "ys_pre_order": false,
    "exclusive_sale": false,
    "early_bird": false,
    "trending_new": false,
    "fixed_price": false,
    "limited_deal": true,
    "daily_flash_deal": false,
    "must_try": false,
    "most_popular": false,
    "influencer_picks_for_customers": false,
    "high_discount": true,
    "show_color_icons": false,
    "cyber_monday": false,
    "black_friday2023": false,
    "black_friday2024": false,
    "name": "Caffeine Anti-Wrinkle Lip Cream - 3 Types",
    "product_id": 1132328262,
    "sell_price": "US$ 6.66",
    "brand_name": "PETERSON'S LAB",
    "discount": "34%",
    "discount_value": 0.349609375,
    "list_price": "US$ 10.24",
    "review_rating_count": 90,
    "review_average_score_percentage": 4.63,
    "images": {
      "m": "https://d1flfk77wl2xk4.cloudfront.net/Assets/44/264/M_p0214626444.jpg"
    },
    "is_show_color_icons": false
  },
  "variant": "Light - 10g",
  "bestseller_badge_rank": null,
  "not_show_discount": false,
  "is_ys_awards_2025": null,
  "ys_badge_icon_2025": null,
  "brand_region_country_code": null,
  "product_family_children_product_ids": [
    1132328261,
    1132328263,
    1136379083
  ],
  "sell_price_in_usd": null,
  "tracking_sale_price": "6.66",
  "brand_id": 330898,
  "discount": "3.58",
  "show_color_icons": false,
  "yesties_awards": false,
  "product_pack_label": null,
  "from_url": "https://www.yesstyle.com/nl/list.html?q=lips&bpt=48"
}

Each product record contains 15 key fields capturing pricing, metadata, badges, and regional information:

Product Identification

Field	Meaning	Example
Product	Primary product name and core identifier	"COSRX Advanced Snail 96 Mucin Power Essence"
Variant	Product variant (color, size, volume, etc.)	"100ml" or "Natural Beige"
Brand ID	Internal YesStyle brand identifier	12847
Brand Region Country Code	Country code of the brand/region	KR (Korea), JP (Japan)
Product Family Children Product IDs	Related or bundled product IDs	[54321, 54322, 54323]

Pricing & Discounts

Field	Meaning	Example
Sell Price In USD	Current selling price in USD	18.99
Discount	Applied discount percentage or amount	20% or $5 off
Tracking Sale Price	Historical or tracked sale price (for trend analysis)	16.99
Not Show Discount	Boolean flag: if true, discount is hidden on product page	false

Badges & Recognition

Field	Meaning	Example
Bestseller Badge Rank	Bestseller status and ranking tier	1 (rank 1), null (not a bestseller)
Is YS Awards 2025	Boolean: product won YS Awards 2025	true or false
YS Badge Icon 2025	Badge name/type for 2025 awards	"Editor's Pick" or "Top Rated"
Yesties Awards	Customer-voted Yesties award status	"Fan Favorite" or null

Product Metadata

Field	Meaning	Example
Show Color Icons	Boolean: display color swatches on product page	true or false
Product Pack Label	Label for bundle or multi-pack offers	"3-Piece Set" or "Duo Pack"

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How to Use

1. Navigate to YesStyle — Go to YesStyle.com and apply filters (category, brand, price range, rating, etc.)
2. Copy search URLs — From the filtered results page, copy the URL from your browser's address bar. Include pagination parameters if needed
3. Paste into input — Add URLs to the urls array in the configuration
4. Set limits — Adjust max_items_per_url (typically 50–200 per page) and ignore_url_failures (recommended: true)
5. Run the scraper — Execute the actor; it will begin extracting products from each URL
6. Download results — Export as JSON, CSV, or Excel for analysis, price tracking, or integration into your system

Common troubleshooting:

• No products found: Ensure the URL points to a product listing page, not a single product detail page
• Partial results: Some products may be blocked by anti-bot protections; set ignore_url_failures: true to skip them gracefully
• Missing fields: Some products may not have badges or pack labels; fields will be null if unavailable

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Real-World Use Cases

• Price monitoring: Detect YesStyle discounts and track competitor pricing on Korean beauty products
• Trend analysis: Identify bestsellers and award-winning products to spot emerging brands
• Product research: Build a searchable database of 10,000+ products with regional variants
• Dropshipping: Find trending items with high Yesties ratings and low competition
• Market intelligence: Compare product availability and pricing across YesStyle regions (NL, EN, etc.)

The scraper saves hours of manual browsing and enables data-driven decision-making for anyone working with Asian beauty and fashion e-commerce.

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Conclusion

The YesStyle Product Search Scraper is an essential tool for anyone serious about Asian beauty and fashion e-commerce. With just a few URLs and a simple configuration, you unlock detailed product data including pricing, awards, badges, and regional variants — all in machine-readable format. Use it for competitive analysis, price monitoring, inventory building, or market research.