🛍️ Whatnot Scraper

🕒 Last updated: 2026-05-05

Collect listings, auctions, and live streams from Whatnot.com without coding. This scraper extracts titles, prices, bids, seller info, images, and auction details, making it perfect for collectors tracking card prices, resellers monitoring auction trends, or data analysts researching the live commerce market.

The Whatnot Scraper collects listings and live stream data with up to 23 data fields per item, including real-time bid prices, seller ratings, and auction status.

✨ What Does It Do

• 🏷️ Listing Title - Track exact product names to identify trending collectibles and pricing patterns
• 💰 Price & Bids - Collect buy-it-now prices and current bid amounts with currency for market analysis
• 🔨 Auction Details - Monitor bid counts, transaction types, and auction end times
• 👤 Seller Info - See seller usernames, ratings, review counts, and Premier Shop status
• 🖼️ Product Images - Collect all listing images for visual catalogs and comparison
• 📺 Live Streams - Track active streams with viewer counts and categories
• 🏷️ Categories - Filter by trading cards, sports cards, sneakers, comics, and more
• 📅 Scrape Timestamp - Track when data was collected for time-series analysis

🔧 Input

• Search Query - What to search for on Whatnot (e.g. pokemon cards, sports cards, sneakers)
• Max Items - How many items to collect per run
• Search Type - Filter by all results, products only, or live streams only
• Sort By - Sort by best match, price, newest, or ending soonest
• Category - Optional category filter (e.g. trading-cards, sports-cards)

Example input:

{
  "searchQuery": "pokemon cards",
  "maxItems": 10,
  "vertical": "UNIVERSAL",
  "sortBy": "best_match"
}

📊 Output

Each item includes up to 23 data fields. Download as JSON, CSV, or Excel.

🖼️ Image URL	🏷️ Title	📝 Subtitle
💰 Price	💱 Currency	🔨 Current Bid
📊 Bid Count	🔄 Transaction Type	📺 Status
👁️ Active Viewers	⏰ Start Time	🔗 Listing URL
👤 Seller Username	⭐ Seller Rating	📝 Seller Reviews
🖼️ Seller Image	🏅 Premier Shop	🖼️ Thumbnail
📂 Categories	🖼️ Images	⏰ Scraped At
⚠️ Error (if any)

💎 Why Choose the Whatnot Scraper?

Feature	Our Actor
Fast GraphQL API extraction (no browser needed)	✔️
Real-time bid and auction price tracking	✔️
Seller ratings and Premier Shop detection	✔️
Live stream monitoring with viewer counts	✔️
Multiple sort options (price, newest, ending soonest)	✔️
Category filtering	✔️
CSV, Excel, and JSON export	✔️
Support for large-scale collection (1 million+ items)	✔️

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up - Create a free account with $5 credit
2. Find the Tool - Search for "Whatnot Scraper" in the Apify Store and enter your search query
3. Run It - Click "Start" and watch your results appear

That's it. No coding, no setup needed. Export your data in CSV, Excel, or JSON format.

🎯 Business Use Cases

• 📊 Card Collector - Monitor Pokemon, sports, and trading card prices across thousands of Whatnot listings to find deals before they sell out
• 💼 Reseller - Track auction trends and buy-it-now pricing daily to optimize your selling strategy on live commerce platforms
• 🔬 Market Researcher - Analyze live stream viewer counts, seller ratings, and bid patterns to understand the growing live shopping economy

🤖 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

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❓ Frequently Asked Questions

🔍 How does this scraper work? The scraper connects to Whatnot's GraphQL API and extracts listing and live stream data into structured records. No browser or HTML parsing needed - pure API access for fast and reliable results.

💰 How accurate is the pricing data? Prices and bid amounts come directly from Whatnot's API in real-time. Buy-it-now prices and current bids reflect what is shown on the site at the time of scraping. Auction prices change as new bids come in.

📅 Can I schedule this to run automatically? Yes. Use the Apify scheduler to run this actor on a daily, weekly, or monthly basis. You can also integrate it with Make, Zapier, or GitHub Actions for automated price monitoring.

⚖️ Is scraping Whatnot allowed? Whatnot is a public marketplace. You are collecting publicly visible data. Always review the site terms of service and ensure your use case complies with local laws and regulations.

🛡️ Will Whatnot block me? The scraper uses Whatnot's GraphQL API with browser-like headers. No proxies are needed and requests are rate-limited to avoid issues.

⚡ How long does a run take? A run collecting 10 items takes a few seconds. Larger runs of 1,000+ items take under a minute thanks to the efficient API approach.

⚠️ Are there any limits? Free users get up to 10 items. Paid users can collect up to 1,000,000 results.

🔗 Integrate Whatnot Scraper with any app

• Make - Automate workflows
• Zapier - Connect 5000+ apps
• GitHub - Version control integration
• Slack - Get notifications
• Airbyte - Data pipelines
• Google Drive - Export to spreadsheets

🔌 Integrate with any app

Whatnot Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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• Copart Public Search Scraper - Search and extract vehicle auction listings from Copart
• Bring A Trailer Auctions Scraper - Collect car auction results and pricing data
• Flippa Scraper - Extract online business and website listings for sale
• Bonanza Marketplace Scraper - Extract seller listings and marketplace data
• Auction.com Property Scraper - Collect property auction listings and details

Browse our complete collection of data extraction tools for more.

🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ 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.

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✨ Why choose this Actor

	Capability
🎯	Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely.
🔖	Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines.
⚡	Fast. Optimized request patterns return results in seconds, not minutes.
🔁	Always fresh. Every run pulls live data, so the dataset reflects the source as of run time.
🌐	No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage.
🛡️	Reliable. Battle-tested across many runs and edge cases, with graceful error handling.
🚫	No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK.

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ Whatnot Scraper (this Actor)	$5 free credit, then pay-per-use	Full source coverage	Live per run	Source-native filters supported	⚡ 2 min
Build your own scraper	Engineering hours	Full once built	Whenever you maintain it	Custom code	🐢 Days to weeks
Paid managed APIs	$$$ monthly	Vendor-defined	Live	Vendor-defined	⏳ Hours
Third-party data dumps	Varies	Subset, often stale	Periodic	None	🕒 Variable

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Whatnot Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

📊 Data & Analytics Build trend reports and dashboards from live source data Feed BI tools, warehouses, and ML pipelines with structured records Run periodic snapshots to track changes over time Compare segments, regions, or categories with consistent fields	🏢 Operations & Strategy Monitor competitor moves, pricing, and inventory shifts Build internal directories and lookup tools backed by current data Power workflows that depend on fresh source records Cut manual data-gathering time from hours to minutes
🎯 Marketing & Growth Identify market opportunities and trending topics Research target audiences and customer personas at scale Power lead-generation pipelines with verified records Track sentiment, reviews, or social signals over time	🛠️ Engineering & Product Prototype features that need real-world data without owning a crawler Replace fragile in-house scrapers with a managed Actor Wire datasets into your apps via the Apify API or webhooks Skip the proxy, retry, and parsing maintenance entirely

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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

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💡 Pro Tip: browse the complete ParseForge collection for more reference-data scrapers.