🛍️ Whatnot Scraper

🚀 Collect listings, auctions, and live stream data from Whatnot.com. Get titles, prices, bids, seller ratings, images, and auction details for trading cards, sneakers, comics, and more.

🕒 Last updated: 2026-04-23

Whatnot is the fastest-growing live commerce platform for collectors and resellers. Tracking prices, auction trends, and seller activity across thousands of listings manually is impossible at scale.

The Whatnot Scraper automates this process, pulling structured listing data with real-time pricing, bid counts, and seller information. Whether you are a collector tracking card prices, a reseller optimizing your strategy, or a researcher analyzing live commerce trends, this tool delivers clean data in seconds.

Target Audience	Collectors, resellers, market researchers, data analysts
Primary Use Cases	Price tracking, auction monitoring, market analysis, inventory research

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📋 What Does It Do

This tool collects listings and live stream data from Whatnot, returning structured records with pricing and seller details. It delivers:

• 🏷️ Listing titles - track exact product names to identify trending collectibles
• 💰 Price and bids - buy-it-now prices, current bids, and bid counts
• 🔨 Auction details - transaction types, auction end times, and status
• 👤 Seller info - usernames, ratings, review counts, and Premier Shop status
• 🖼️ Product images - listing images for visual catalogs
• 📺 Live streams - active streams with viewer counts and categories
• 📅 Timestamps - track when data was collected for time-series analysis

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🎬 How to Use the Whatnot Scraper - Full Demo

🚧 Demo video coming soon. Follow the step-by-step instructions below to get started in under 2 minutes.

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⚙️ Input

Configure your search with keywords, filters, and sorting options.

Field	Type	Description
Search Query	String	What to search for (e.g. "pokemon cards", "sports cards", "sneakers")
Max Items	Integer	Free users: Limited to 10 items. Paid users: up to 1,000,000
Search Type	Select	All Results, Products Only, or Live Streams Only
Sort By	Select	Best Match, Price (Low/High), Newest, or Ending Soonest
Category	String	Optional category filter (e.g. trading-cards, sports-cards)

Example 1 - Pokemon cards by best match:

{
    "searchQuery": "pokemon cards",
    "maxItems": 100,
    "vertical": "UNIVERSAL",
    "sortBy": "best_match"
}

Example 2 - Sports cards ending soonest:

{
    "searchQuery": "sports cards",
    "maxItems": 50,
    "vertical": "PRODUCT",
    "sortBy": "ending_soonest"
}

⚠️ Free users are limited to 10 items per run. Sign up for a paid plan to unlock up to 1,000,000 records.

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📊 Output

🧾 Output Schema

Field	Type	Description
imageUrl	string	Primary listing image
title	string	Listing title
subtitle	string	Listing subtitle
price	number	Listed price
currency	string	Currency code
currentBid	number	Current bid amount
bidCount	integer	Number of bids
transactionType	string	Auction or buy-it-now
status	string	Active, ended, etc.
activeViewers	integer	Live stream viewers
listingUrl	string	Listing page URL
sellerUsername	string	Seller name
sellerRating	number	Seller rating score
sellerReviews	integer	Number of seller reviews
isPremierShop	boolean	Premier Shop badge
categories	array	Product categories
images	array	All listing images
scrapedAt	string	Timestamp of collection

📦 Sample Output

Sample 1 - Pokemon card listing:

{
    "imageUrl": "https://media.whatnot.com/pokemon-card.jpg",
    "title": "Charizard VMAX Rainbow Rare",
    "subtitle": "Sword & Shield",
    "price": 45.00,
    "currency": "USD",
    "currentBid": 38.00,
    "bidCount": 12,
    "transactionType": "auction",
    "status": "active",
    "listingUrl": "https://www.whatnot.com/listing/charizard-vmax",
    "sellerUsername": "cardking_miami",
    "sellerRating": 4.9,
    "sellerReviews": 342,
    "isPremierShop": true,
    "categories": ["trading-cards", "pokemon"],
    "scrapedAt": "2026-04-10T12:00:00.000Z"
}

Sample 2 - Sports card:

{
    "imageUrl": "https://media.whatnot.com/sports-card.jpg",
    "title": "2023 Topps Chrome Rookie Auto",
    "subtitle": "Baseball",
    "price": 25.00,
    "currency": "USD",
    "currentBid": null,
    "bidCount": 0,
    "transactionType": "buy_it_now",
    "status": "active",
    "listingUrl": "https://www.whatnot.com/listing/topps-chrome-auto",
    "sellerUsername": "sports_vault",
    "sellerRating": 4.7,
    "sellerReviews": 89,
    "isPremierShop": false,
    "categories": ["sports-cards", "baseball"],
    "scrapedAt": "2026-04-10T12:00:00.000Z"
}

Sample 3 - Live stream:

{
    "imageUrl": "https://media.whatnot.com/stream-thumb.jpg",
    "title": "Pokemon Pack Opening LIVE!",
    "subtitle": "Scarlet & Violet Packs",
    "price": null,
    "currency": "USD",
    "currentBid": null,
    "bidCount": 0,
    "transactionType": "livestream",
    "status": "live",
    "activeViewers": 245,
    "listingUrl": "https://www.whatnot.com/live/pokemon-packs",
    "sellerUsername": "pack_rippers",
    "sellerRating": 4.8,
    "sellerReviews": 1205,
    "isPremierShop": true,
    "categories": ["trading-cards"],
    "scrapedAt": "2026-04-10T12:00:00.000Z"
}

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✨ Why Choose the Whatnot Scraper?

Advantage	Details
⚡ Fast extraction	No browser needed, fast API-based collection
💰 Real-time bid tracking	Current bids, bid counts, and auction status
⭐ Seller intelligence	Ratings, reviews, and Premier Shop detection
📺 Live stream monitoring	Track active streams with viewer counts
🔍 Multiple sort options	Price, newest, ending soonest, best match
📁 CSV, Excel, and JSON	Export in whatever format your tools need
🚀 Scale to 1M+ items	Handle large-scale data collection easily

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📈 How Does It Compare?

Feature	Our Tool	Manual Browsing
Bulk collection	Up to 1M items	Scroll page by page
Bid tracking	Real-time data	Manual checking
Seller analysis	Structured data	Click each profile
Live stream data	Viewer counts included	Watch each stream
Export formats	JSON, CSV, Excel	Not supported
Automated scheduling	Daily/weekly	Not possible

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🚀 How to Use

1. Sign Up - Create a free account w/ $5 credit (takes 2 minutes)
2. Find the Tool - Search for "Whatnot Scraper" in the Apify Store
3. Set Input - Enter your search query and configure filters
4. Run It - Click "Start" and watch your results appear
5. Download Data - Export results as CSV, Excel, or JSON from the Dataset tab

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💼 Business Use Cases

Collectors:

• Monitor Pokemon, sports, and trading card prices across thousands of listings
• Find deals before they sell out

Resellers:

• Track auction trends and buy-it-now pricing daily
• Optimize your selling strategy based on market data

Market Researchers:

• Analyze live stream viewer counts and bid patterns
• Study the growing live shopping economy

Data Analysts:

• Build price indexes for collectible categories
• Track seller performance and Premier Shop metrics

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

❓ Frequently Asked Questions

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🔌 Automating Your Whatnot Data Collection

Schedule daily runs to monitor pricing trends and new listings. Use the Apify scheduler and push data to your spreadsheets, Slack channel, or analytics tools via integrations.

🔌 Integrate Whatnot Scraper with Any App

Connect your Whatnot data to thousands of apps using these integrations:

• Make - Automate auction monitoring workflows
• Zapier - Connect to 5000+ apps
• Slack - Get price alerts in your channel
• Google Drive - Export to spreadsheets
• Airbyte - Data pipeline integration
• Webhooks - Trigger actions when runs complete

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🔗 Recommended Actors

Looking for more data collection tools? Check out these related actors:

Actor	Description	Link
Copart Public Search Scraper	Vehicle auction listings	Link
Bring A Trailer Auctions Scraper	Car auction results and pricing	Link
Flippa Scraper	Online business and website listings	Link
Auction.com Property Scraper	Property auction listings	Link
duPont Registry Scraper	Luxury marketplace listings	Link

Pro Tip: 💡 Browse the full ParseForge catalog to find more data tools.

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🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify documentation for platform guides
• Contact us at Tally contact form

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⚠️ Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Whatnot, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.