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Product Hunt Scraper

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Scrape Product Hunt for trending products. Get votes, comments, makers, and trend scores.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Takuma

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Features

Scrapes today's, weekly, or monthly leaderboards
Optional topic filter (e.g. developer-tools, artificial-intelligence, productivity)
Computes a trend score (0–100) that blends votes, comment engagement, and recency
Proxy support via Apify Proxy

Input

Field	Type	Default	Description
`mode`	`enum`	`today`	`today` / `weekly` / `monthly`
`topic`	`string`	—	Optional topic slug to filter products
`maxResults`	`integer`	`30`	Max products returned (1–200)
`proxyConfiguration`	`object`	—	Apify Proxy settings

Output Schema

Each item in the dataset has the following fields:

Field	Type	Description
`name`	string	Product name
`tagline`	string	One-line description
`description`	string	Longer description
`url`	string	Product Hunt listing URL
`websiteUrl`	string	Maker's website
`thumbnail`	string	Thumbnail image URL
`votesCount`	integer	Upvotes received
`commentsCount`	integer	Number of comments
`maker`	object	`{ name, username, headline }`
`topics`	string[]	Associated topic slugs
`launchDate`	string	ISO-8601 launch date
`trendScore`	float	Composite score 0–100
`engagementRatio`	float	`commentsCount / votesCount`
`scrapedMode`	string	Mode used for this run
`scrapedTopic`	string	Topic filter applied (or empty)
`rank`	integer	Rank in results (1 = highest trend score)

Trend Score Formula

trendScore = 100 × (
    0.60 × log_votes_score      # primary demand signal
  + 0.25 × engagement_ratio     # community discussion
  + 0.15 × recency_bonus        # freshness (today=1.0, ≤7d=0.5, ≤30d=0.25)
)

Use Cases

Market research: identify emerging tools and products in a specific niche
Lead generation: find startups with high traction for outreach
Trend monitoring: track what's popular on Product Hunt week-over-week
Competitive analysis: discover competitors in your product category

Example Input

{
  "mode": "weekly",
  "topic": "developer-tools",
  "maxResults": 50
}

Notes

Product Hunt renders pages server-side (SSR). The scraper extracts the embedded __NEXT_DATA__ JSON for reliable parsing, with an HTML fallback.
Rate limiting: add Apify Proxy (proxyConfiguration) to avoid IP blocks on high-volume runs.
Topic slugs can be found in Product Hunt URLs: https://www.producthunt.com/topics/<slug>

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