Fashion & Apparel Web Scraping Services.
Extract deep apparel catalogs, multi-dimensional size/color swatches, fabric compositions, runway imagery, and fast-fashion trend velocities across Zara, ASOS, Shein, Nike, Nordstrom, and hundreds of global clothing brands.
XS–4XL
Size Stock Matrices
Hex Swatches
Color Codes & Variants
Fast Fashion
Daily Drop Velocity
{
"retailer": "Nordstrom / Zara",
"style_id": "STY-8921-LINEN",
"product_name": "Oversized Pure Linen Relaxed Blazer",
"brand": "Nordic Minimal",
"price": 149.00,
"fabric_composition": "100% European Flax Linen",
"color_swatches": [
{
"color_name": "Oatmeal Heather",
"hex_code": "#D8CFC4",
"sizes_available": {
"XS": "In Stock (4 left)",
"S": "In Stock",
"M": "Out of Stock",
"L": "In Stock",
"XL": "In Stock"
}
}
],
"model_measurements": "Model is 5'10\" wearing size Small",
"fit_type": "Relaxed Oversized Fit"
}Fashion-Specific Data Feeds
Built Specifically for Apparel & Footwear Retailing.
Standard scrapers choke on complex size charts, colorway swatches, and high-frequency seasonal drops. Our apparel parsers are purpose-built for fashion e-commerce.
Size × Color Inventory Grids
Extract stock status for every individual size variant (XS, S, M, L, XL, XXL) across all color options. Spot broken size curves and sellout velocity per size.
Colorway & Hex Code Swatches
Capture exact marketing color names, RGB/Hex color codes, swatch thumbnail URLs, and color-specific product photo galleries.
Fabric, Material & Sustainability
Parse material breakdown percentages (e.g. 95% Organic Cotton, 5% Elastane), wash care instructions, eco-friendly certifications, and country of origin.
Model & Fit Metadata
Extract model height/measurements, fit recommendations ("True to size", "Runs small"), silhouette types (Slim, Regular, Oversized), and garment measurements.
Fast Fashion Drop Tracking
Monitor thousands of daily new SKU drops across Shein, Zara, H&M, and Boohoo to identify breakout runway silhouettes, viral TikTok fashion trends, and trending aesthetics.
Markdown & Clearance Cadence
Track exact markdown cycles: initial list price $\to$ 20% mid-season markdown $\to$ 50% clearance $\to$ final sale delisting velocity.
Fuel Your Fashion & Apparel Data Pipelines.
Request a custom fashion catalog extraction and size-availability dataset on your target clothing brands.
Request Fashion Scraping Sample