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Product Hunt Daily Scraper — Free, No API Key Required

Scrape daily Product Hunt launches including product names, taglines, vote counts, topics, and maker info. Get structured data about every product launched on any given day — no API key needed.

What It Does

This actor fetches Product Hunt's daily launches using their frontend GraphQL API. It returns structured data about products launched on a specific date, sorted by votes.

No API key, no OAuth, no rate limits. Just pick a date and get the launches.

Input Parameters

Output Format

{
"id":"456789",
"name":"AI Code Reviewer",
"tagline":"Automated code review powered by GPT-4",
"slug":"ai-code-reviewer",
"url":"https://www.producthunt.com/posts/ai-code-reviewer",
"website":"https://aireviewer.dev",
"votesCount":487,
"commentsCount":52,
"topics":["Developer Tools","Artificial Intelligence"],
"makers":["Jane Smith"],
"thumbnailUrl":"https://ph-files.imgix.net/...",
"rank":1,
"date":"2026-03-28"
}

Use Cases

• Trend tracking — Monitor daily launches to spot emerging product categories
• Competitor intelligence — Get notified when competitors launch new products
• Startup research — Build a dataset of Product Hunt launches for analysis
• Content creation — Find interesting new tools to write about or review
• Investment research — Track which categories get the most traction on PH

How to Run via API

import requests
run = requests.post(
"https://api.apify.com/v2/acts/cryptosignals~producthunt-daily-scraper/runs",
 params={"token":"YOUR_API_TOKEN"},
 json={
"date":"2026-03-28",
"maxProducts":20
}
).json()
dataset_id = run["data"]["defaultDatasetId"]
products = requests.get(
f"https://api.apify.com/v2/datasets/{dataset_id}/items"
).json()
for p in products:
print(f"#{p.get('rank','?')}{p['name']} — {p['tagline']} ({p['votesCount']} votes)")

Proxy Recommendation

Product Hunt is generally accessible from datacenter IPs. For scheduled daily scraping at scale, residential proxies provide more reliable access. We recommend ThorData for consistent results.

Related Actors

• cryptosignals/google-search-scraper — Search for product reviews and coverage
• cryptosignals/linkedin-profile-scraper — Research founders and makers
• cryptosignals/youtube-comments-scraper — Scrape comments on product review videos