Depop Scraper

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🛍️ The most comprehensive Depop scraper on Apify Store — extract product listings, prices, seller info, and photos from the world's leading Gen Z fashion resale marketplace.

🏆 Why This Actor?

✨ Key Features

• 🔍 Multi-Mode Scraping — Search by keyword, browse categories, scrape seller shops, or extract individual product pages
• 🛡️ Anti-Bot Resilience — Camoufox stealth browser with residential proxy rotation, retry logic, and graceful fail behavior under Cloudflare blocking
• 📊 30+ Data Fields — Product title, description, price, brand, size, condition, color, material, seller info, shipping, and more
• 👤 Rich Seller Data — Username, verification status, rating, sales count, followers, and profile URL
• 📸 All Product Photos — Extracts every product image URL at full resolution
• ⚡ Smart Pagination — Automatically handles infinite scroll and cursor-based pagination
• 💰 Price Tracking — Captures current price, original price, and currency for discount analysis
• 🔄 Sort Options — Relevance, newly listed, price ascending, or price descending

📥 Input Parameters

Supported URL Types

📤 Sample Output

{
"itemId":"636586545",
"title":"Vintage Levi's 501 Denim Jacket Medium Wash",
"description":"Classic vintage Levi's 501 denim jacket in a beautiful medium wash. Size M, fits true to size. Minor distressing adds character. Excellent vintage condition.",
"price":45.00,
"originalPrice":65.00,
"currency":"USD",
"brand":"Levi's",
"size":"M",
"condition":"Good",
"category":"Jackets",
"color":"Blue",
"material":"Denim",
"photos":[
"https://media-photos.depop.com/b1/12345678/1234567890_abcdef.jpg",
"https://media-photos.depop.com/b1/12345678/1234567891_abcdef.jpg"
],
"image":"https://media-photos.depop.com/b1/12345678/1234567890_abcdef.jpg",
"likes":42,
"sellerUsername":"vintagefinds_nyc",
"sellerId":"9876543",
"sellerVerified":true,
"sellerReviews":856,
"sellerRating":4.9,
"sellerSales":1247,
"sellerFollowers":5200,
"sellerProfileUrl":"https://www.depop.com/vintagefinds_nyc/",
"shippingCost":5.95,
"freeShipping":false,
"country":"US",
"postedDate":"2025-03-15T14:30:00",
"status":"active",
"url":"https://www.depop.com/products/vintagefinds_nyc-vintage-levis-501-636586545/",
"source":"api"
}

💡 Use Cases

• 🏪 Resale Market Research — Analyze trending items, average prices, and popular brands on Depop to inform your resale business strategy
• 📈 Price Monitoring — Track price changes across product categories to find the best deals or optimize your pricing
• 🔍 Competitor Analysis — Monitor competing sellers' inventory, pricing, and sales volume to stay ahead in the resale market
• 📊 Fashion Trend Analysis — Identify emerging fashion trends by analyzing what's selling, what's popular, and category growth patterns
• 🤖 Inventory Automation — Build automated feeds from Depop data to power your own resale tools, dashboards, or cross-listing platforms
• 📉 Discount Hunting — Find discounted items by comparing current vs. original prices across thousands of listings

📌 Production Run Guidance

Depop scraping uses a stealth browser and residential proxy path, so very small runs have poor unit economics. For production research jobs, use 75+ requested items where possible and keep scrapeProductDetails disabled unless you need full detail pages.

Recommended profitable input shape:

{
"searchQueries":["vintage nike","carhartt","y2k"],
"maxItems":75,
"scrapeProductDetails":false
}

💲 Pricing

• $5 per 1,000 results — usage-based pricing for Depop resale data
• Residential proxy usage included in Apify platform costs
• No monthly fees — pay only for what you use

⚙️ Technical Details

• Anti-Bot: Camoufox stealth browser with residential proxy rotation and bounded retries (Depop may still block some runs)
• Extraction Strategy: 3-layer approach — API interception → JSON state → HTML fallback
• Pagination: Automatic offset-based + infinite scroll handling
• Rate Limiting: Built-in human-like delays and request throttling
• Proxy Support: Works with Apify residential proxies (recommended) or custom proxies

🔗 Related Actors

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• Etsy Scraper — Scrape Etsy handmade & vintage marketplace
• Cars.com Scraper — Extract vehicle listings from Cars.com

📖 About Depop

Depop is the leading Gen Z fashion marketplace with 30M+ monthly users. Owned by Etsy since 2021, it's the go-to platform for buying and selling unique fashion, vintage clothing, and streetwear. This scraper lets you tap into Depop's massive product catalog programmatically.