Product Hunt Dataset API
New product launches, upvotes, maker information, and tech community feedback for market intelligence.
Available Data
Here's what you can extract from Product Hunt using AlterLab:
Business Use Cases
How businesses use Product Hunt data to make better decisions:
- Competitive product monitoring
- Market trend identification
- Startup ecosystem research
- Product launch analysis
How It Works
Identify product launches or leaderboard pages on Product Hunt
Provide Product Hunt leaderboard URLs (producthunt.com for today, or /leaderboard/daily/{year}/{month}/{day} for historical dates) or specific product page URLs. You can filter by category to track launches in your specific market segment.
AlterLab renders the React-based Product Hunt interface
Product Hunt is a React application that loads product data, upvote counts, and maker profiles via JavaScript. AlterLab renders the full interface, capturing all product listings with their community engagement metrics as they appear to visitors.
Get startup intelligence structured for market research
Receive product names, taglines, descriptions, upvote counts, launch dates, maker information, topic categories, and community comment counts — ready for competitive tracking, market trend analysis, or startup ecosystem monitoring.
Key Insight
Product Hunt upvote velocity (upvotes in the first 4 hours) is the strongest predictor of a product's final daily ranking. Products that reach 100+ upvotes in the first 2 hours typically finish in the top 5 for the day. This early momentum signal is more actionable than end-of-day rankings for competitive intelligence on emerging products.
Data Freshness
Product Hunt launches are active for 24 hours (midnight to midnight Pacific). For real-time launch monitoring, collect hourly during launch day to track upvote velocity. For weekly trend analysis, daily collection of the leaderboard is sufficient. Historical data for specific categories can be collected once from the archive pages.
Quick Start
POST https://alterlab.io/api/v1/scrape
X-API-Key: YOUR_API_KEY
{
"url": "https://producthunt.com/...",
"advanced": { "render_js": true }
}Need an API key? — no credit card required. 5,000 requests included.
Pricing at Scale
AlterLab uses pay-as-you-go pricing — no monthly minimums, no contracts. Balance never expires.
| Volume | Static pages | JS-rendered pages |
|---|---|---|
| 1,000 requests | $0.20 | $2.00 |
| 10,000 requests | $2.00 | $20.00 |
| 100,000 requests | $20.00 | $200.00 |
| 1,000,000 requests | $200.00 | $2,000.00 |
Static pages: $0.0002/request · JavaScript-rendered pages (like Product Hunt): $0.002/request · First 5,000 requests free. Full pricing details →
Frequently Asked Questions
What Product Hunt data can I extract?
You can extract product names, descriptions, upvote counts, maker information, community comments, and launch dates from any public Product Hunt page.
How do startups use this data?
Startups monitor competitor launches, analyze what messaging resonates with the community, identify market gaps, and benchmark their own launch performance.
Can I track product trends over time?
Yes. Regular data collection from Product Hunt categories helps you identify emerging trends, popular product categories, and shifting user preferences in the tech space.
Related Use Cases
Responsible Use
AlterLab is designed for extracting publicly available data. Always review the terms of service for any website you access, respect robots.txt directives, and ensure your use case complies with applicable laws in your jurisdiction.
Data Extraction Guides
Python Web Scraping API
Official Python SDK with async support and 5,000 free scrapes to start.
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Pricing
From $0.0002/request. No subscriptions. Balance never expires.
Your first scrape.
Sixty seconds.
$1 free credit — up to 5,000 scrapes. No credit card.
Just a POST request.
No credit card required · $1 free credit, up to 5,000 scrapes · Balance never expires