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Whop Creator Community Leaderboard Scraper

SOCIAL MEDIA
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Whop Creator Community Leaderboard Scraper

Scrape the Whop discover leaderboard for creator communities across all categories. Whop is a marketplace where creators sell digital products, courses, communities, and software tools. This actor extracts the top-ranked communities per category with full pricing, membership, and creator details.

What data do you get?

Each record includes:

  • Community details: name, URL, category, subcategory, description
  • Creator info: creator name, creator handle
  • Social proof: star rating, review count, member count
  • Pricing: monthly, yearly, and lifetime price tiers plus access pass names
  • Media: banner image URL, creator avatar URL
  • Metadata: launch date, leaderboard rank (top community flag), scraped timestamp

Use cases

  • Market research: benchmark pricing and ratings across niches (coaching, trading, gaming, fitness)
  • Competitor analysis: track which communities dominate a category leaderboard
  • Investment research: identify top-performing creators in the digital product economy
  • Creator economy insights: analyze monetization patterns, price points, and community sizes

How it works

The actor navigates Whop's discover browse pages (e.g. whop.com/discover/browse/coaching-and-courses/) which use Next.js App Router with React Server Components streaming. Product cards are rendered client-side after RSC hydration. Once cards are extracted, the actor visits each community's /joined/<slug>/ page for full pricing and rating details.

Input

Parameter Type Description
maxItems integer Maximum number of communities to return (required)
categories array Categories to scrape (leave empty for all). Options: coaching-and-courses, sports-betting, trading-and-investing, community-and-social, software-and-saas, gaming, dating-and-relationships, business, fitness-and-health, entertainment

Output

Sample output record:

{
  "whopName": "Content Academy",
  "whopUrl": "https://whop.com/content-academy/",
  "creatorName": "Alex Hormozi",
  "creatorHandle": "alexhormozi",
  "category": "coaching-and-courses",
  "subcategory": "business",
  "rating": 4.9,
  "reviewsCount": 1240,
  "membersCount": 8500,
  "priceMonthlyUsd": 59.99,
  "priceYearlyUsd": 599.99,
  "priceLifetimeUsd": null,
  "accessPasses": ["Monthly Access", "Annual Access"],
  "description": "Learn content creation and business growth from top creators.",
  "bannerImageUrl": "https://cdn.whop.com/...",
  "creatorAvatarUrl": "https://cdn.whop.com/...",
  "launchDate": "2023-01-15",
  "isTopCommunity": true,
  "scrapedAt": "2026-06-10T12:00:00.000Z"
}

Notes

  • The actor requires JavaScript rendering (Playwright) since Whop's discover pages use Next.js RSC streaming
  • A residential proxy is used to ensure reliable RSC chunk delivery from Vercel's CDN
  • Rate limiting is applied to respect Whop's infrastructure
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