Turn webpages into LLM-ready data at scale with a simple API call

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Extract Startup Listings and Launch Data from Product Hunt with Our Powerful API

Unlock valuable Product Hunt insights instantly. Our robust API empowers you to access real-time startup listings, upvote counts, reviews, launch metadata, and community conversations reliably and at scale, overcoming blocks and CAPTCHAs with unmatched success rates.

  • 99.99% success rates
  • 1 - 3s avg response time
  • Bypass advanced bot-blockers
REQUEST CUSTOM TRIAL

Get a custom trial and discover how ScraperAPI handles large scraping volumes

product hunt data
Scrape Product Hunt with ScraperAPI

Join the 10,000+ data-focused companies using ScraperAPI

Access and Extract Live Product Hunt Data: like Product Names, Maker profiles, Comments, Rankings, Categories, Tech Stacks

Scrape ProductHunt Data: Overcome Blocks & Extract HTML Seamlessly

Product Hunt uses dynamic content rendering, infinite scroll, GraphQL APIs, and session tracking to block bots. 

ScraperAPI bypasses these obstacles with:

  • 150M+ rotating IPs (residential, mobile, and datacenter)
  • Automatic retries and smart proxy routing
  • Full support for JavaScript-rendered pages
  • Geo-targeting to simulate local user access
CHECK OUR DOCUMENTATION
Auto Parsing​
Structured markdown and text data for LLM

Turn ProductHunt Pages into LLM-Ready Data

By setting the output_format parameter to text or markdown, ScraperAPI will return any ProductHunt startup data in an LLM-ready format – no parsing or extra steps needed.

  • Reduce data cleaning workloads
  • Feed your models with localized data
  • Used ScraperAPI’s advanced features

Train your models and build custom applications using accurate startup data from any ProductHunt domain.

OUTPUT FORMATS

Access Geo-Targeted ProductHunt Data and Uncover Region-Specific Insights

ScraperAPI supports geo-targeting across 150+ countries, necessary for tracking regional product launches, community sentiment, and engagement metrics.

Get precise local data for:

  • Market research across different countries
  • Geo-specific product rankings and upvotes
  • Regional comment trends and community engagement

Geotargeting is included in all plans.

DISCOVER ALL LOCATIONS
ScraperAPI geotargeting
Async Scraper Service

Accelerate Large Scale ProductHunt Scraping with Our Async API

Need to track 1,000+ new launches per week?

ScraperAPI’s Async API helps you scale effortlessly.

  • Queue thousands of URLs or keyword-based queries
  • Automatically retry failed requests to improve data coverage
  • Push structured JSON to your systems via webhooks
  • Keep datasets up to date with minimal manual input
LEARN ABOUT ASYNC

Automate and Schedule Recurrent ProductHunt Scraping Tasks

ScraperAPI’s DataPipeline endpoints allow you to programmatically automate the entire scraping workflow. This is perfect for teams that need reliable, scheduled data feeds for trend analysis, product discovery, or competitive tracking.

  • Monitor Product Hunt launches and updates on autopilot
  • Push structured data directly into your systems using webhooks
  • Reduce engineering time with fewer moving parts
LEARN ABOUT DATAPIPELINE
Data Pipeline
IP locatations

Pool of 150M+ IPs

geolocation

100+
proxy locations

Uptime guarantee

5s avg
response time

Unlimited bandwith

99.99%
success rates

Structured
data endpoints

Enterprise Features Without the Price Tag

Dedicated Account Manager

Your account manager will be there any time your team needs a helping hand.

Professional support

Premium Support

Enterprise customers* get dedicated Slack channels for direct communication with engineers and support.

geolocation

100% Compliant

All data collected and provided to customers are ethically obtained and compliant with all applicable laws.

IP locatations

Global Data Coverage

Your account manager will be there any time your team needs a helping hand.

Integration tutorials

Powerful Scraping Tools

All our tools are designed to simplify the scraping process and collect mass-scale data without getting blocked.

Designed for Scale

Scale your data pipelines while keeping a near-perfect success rate.

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Consistently Scrape Millions of ProductHunt Pages with Industry-Leading Success Rates

Get a custom trial that fits your unique needs, including +300 concurrent threads, up to 50M scraping credits, an account manager, and premium support to handle large request volumes without interruptions.

REQUEST CUSTOM TRIAL

Test Our ProductHunt Scraper API: Get Started in Minutes

Payload parameters

api_key
add your unique API key		urls
specify the page you want data from		country_code
send your requests from 100+ locations		render
set it to ‘true’ to scrape dynamic URLs
output_format
turn pages into markdown or text data		premium
tell ScraperAPI to use only residential and mobile proxies		ultra_premium
scrape the toughest sites without getting blocked		device_type
choose between ‘desktop’ or ‘mobile’ versions of the page
python snippet
import requests

payload = {
   'api_key': 'YOUR_API_KEY',
   'url': 'https://www.producthunt.com/coming-soon?ref=header_nav',
   'country': 'us',
   'output_format': 'markdown'
}

response = requests.get('https://api.scraperapi.com/', params=payload)
product_data = response.text

with open('product-hunt.md', 'w') as f:
   f.write(product_data)
   f.close()
json export
# Coming soon

## Be among the first to know when new products launch

### Next 7 days

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[MCP Stack — Open Source MCP Integration for Enterprise](/products/mcp-stack-2)


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[![Sergei Zotov](https://ph-avatars.imgix.net/963890/a2720ebf-3e7c-4a4a-8a6d-836c807da0c1.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=16&h=16&fit=crop&frame=1)](/@zot)

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+86

•

[Open Source](/topics/open-source), [SaaS](/topics/saas)

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[![Crowd](https://ph-files.imgix.net/57538027-ca5a-49c8-b595-c3c3b7f4007a.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)](/products/crowd-3)

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+53

•

[Analytics](/topics/analytics), [Artificial Intelligence](/topics/artificial-intelligence)

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[![Morpheo: Creating apps as social content](https://ph-files.imgix.net/d5ef6e3f-2785-4796-87d5-7218cddd1f4d.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)](/products/morpheo)

[Morpheo: Creating apps as social content — App creation for everyone](/products/morpheo)

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+4

What Our Customers
Are Saying

One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI gets this task off of your shoulders.

Capterra Badge

based on 50+ reviews

The team at ScraperAPI was so patient in helping us debug our first scraper. Thanks for being super passionate and awesome!
Cristina Saavedra
Cristina SaavedraOptimization Director at SquareTrade
A dead simple API plus a generous free tier are hard to beat. ScraperAPI is a good example of how developer experience can make a difference in a crowded category.
Ilya Sukhar
Ilya SukharFounder of Parse, Partner at YCombinator
I researched a lot of scraping tools and am glad I found ScraperAPI. It has low cost and great tech support. They always respond within 24 hours when I need any help with the product.
Alexander Zharkov
Alexander ZharkovFullstack Javascript Developer
BigCommerce

Simplify Your ProductHunt Data Scraping Workflow with ScraperAPI

Hobby

Ideal for small projects or personal use.

Hobby

$49

/ month

$44

/ month, billed annually

  • 100,000 API Credits
  • 20 Concurrent Threads
  • US & EU regions only
Start Trial

Startup

Great for small teams and advanced users.

Startup

$149

/ month

$134

/ month, billed annually

  • 1,000,000 API Credits
  • 50 Concurrent Threads
  • US & EU regions only
Start Trial

Business

Perfect for small-medium businesses.

Business

$299

/ month

$269

/ month, billed annually

  • 3,000,000 API Credits
  • 100 Concurrent Threads
  • All country-level Geotargeting
Start Trial

Scaling

Most popular

Perfect for teams looking to scale their operations.

Business

$475

/ month

$427

/ month, billed annually

  • 5,000,000 API Credits
  • 200 Concurrent Threads
  • All country-level Geotargeting
Start Trial

Enterprise

Need more than 5,000,000 API Credits with all premium features, premium support and an account manager?

  • 5,000,000+ API credits and 200+ Concurrent Threads
  • Dedicated Account Manager
  • Slack Support
Contact Sales

ProductHunt Scraping FAQs: Learn More About Using ScraperAPI

Yes, scraping publicly available Product Hunt data is legal, as long as you avoid login-restricted content or violating the platform’s terms of service. With ScraperAPI, you can collect public startup listings, launch info, and community engagement data without breaching protected areas.

Absolutely. ScraperAPI automatically handles rate limits, JavaScript rendering, pagination, and bot detection mechanisms used by Product Hunt. Our rotating proxy pool of over 150 million IPs ensures reliable access to public data, even at scale.

Most requests return data within 3–5 seconds. For larger jobs, ScraperAPI’s Async API enables you to queue thousands of pages and retrieve data in parallel, helping you meet tight refresh cycles or ongoing tracking needs.

ScraperAPI can collect startup names, launch descriptions, upvote counts, launch rankings, maker profiles, comments, tags, categories, product links, community feedback, featured status, and daily or weekly trending products.

Our Scaling Plan supports up to 200 concurrent threads, while custom enterprise plans scale beyond 1,000+ threads.