Whop Content Rewards Scraper

Whop Content Rewards Scraper

Scrape the Whop Content Rewards directory (contentrewards.com) into structured, ranked data — reward per 1,000 views, budget left, daily burn rate, days of runway, creator count, payout per creator, and a documented 0–100 opportunity score.

Pull the featured Content Rewards board in one run, then filter by reward rate, remaining budget, competition, proof of payout and runway — or sort every campaign by a single opportunity score. Export JSON, CSV, Excel.

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Apify Actor: parsebird/whop-content-rewards-scraper — scrapes the Whop Content Rewards directory (contentrewards.com/discover; follows the "load more" to the full ~500-campaign board, each enriched from its detail endpoint) and derives burn-rate / competition metrics + a 0-100 opportunity score, then filters and sorts. Call: ApifyClient("TOKEN").actor("parsebird/whop-content-rewards-scraper").call(run_input={"status":"active","minRewardPerThousand":2,"minPayoutPerCreatorUsd":5,"maxCreators":300,"minEstimatedDaysLeft":3,"sortBy":"opportunity","maxItems":25}). Inputs: status ("active"|"all"), minRewardPerThousand, minBudgetLeftUsd, maxProgressPercentage, maxCreators, minPayoutPerCreatorUsd, minEstimatedDaysLeft, minOpportunityScore, platforms[] (tiktok|instagram|youtube|x|facebook), payoutTypes[] (cpm|retainer|hybrid|placement|bounty), categories[], searchText, sortBy (budgetLeft|opportunity|reward|payoutPerCreator|burn|daysLeft|fewestCreators|newest|progress), maxItems (you are only charged for returned results). Output per campaign: title, brand, opportunityScore, rewardPerThousandViews, totalBudgetUsd, budgetSpentUsd, budgetLeftUsd, dailyBurnUsd, estimatedDaysLeft, budgetPace (draining|healthy|slow|stalled), payoutPerCreatorUsd, viewsPerCreator, estimatedViewsRemaining, progressPercentage, ageDays, status, payoutType, categories[], platforms[], creators, approvedSubmissions, totalViews, payouts[], topEarners[], listedAt, campaignUrl, description, detailFetched. Any field the site does not publish comes back null, never a fabricated zero. API docs: https://docs.apify.com/api/v2  Token: https://console.apify.com/settings/integrations

What does Whop Content Rewards Scraper do?

The Whop Content Rewards Scraper reads the public campaign directory that powers Whop Content Rewards — the same information an unauthenticated visitor sees, then does the maths the directory does not:

• 💰 Budget math — budgetLeftUsd (the "is it still worth posting" number), dailyBurnUsd (live, from the daily-views chart), estimatedDaysLeft of runway, budgetPace bucket
• 🏆 Competition signals — creators, payoutPerCreatorUsd (proof someone is getting paid), viewsPerCreator, estimatedViewsRemaining
• 📊 One score — opportunityScore, a transparent 0–100 composite (see below) so you can rank the board instead of eyeballing it
• 🎯 Filters — reward rate, budget left, progress, creator cap, payout proof, runway, score, platform, payout type, category, free-text search
• ↕️ Sorts — budgetLeft, opportunity, reward, payoutPerCreator, burn, daysLeft, fewestCreators, newest, progress

Any field the site does not publish for a campaign comes back null — never a fabricated zero.

Run it on a schedule, pull results through the Apify API, and connect it to Make, Zapier, Google Sheets or Slack. Export to JSON, CSV, Excel or HTML.

Input parameters

Parameter	Type	Required	Default	Description
status	string	No	active	active or all (includes ended/paused campaigns the directory still lists).
minRewardPerThousand	number	No	—	Minimum USD paid per 1,000 views.
minBudgetLeftUsd	number	No	—	Minimum unspent budget.
maxProgressPercentage	number	No	—	Maximum share of budget already consumed.
maxCreators	number	No	—	Cap the competition (e.g. 300 = campaigns clippers have not piled into).
minPayoutPerCreatorUsd	number	No	—	Proof of payout — average USD earned per creator so far.
minEstimatedDaysLeft	number	No	—	Skip campaigns that will drain within this many days at the current burn rate.
minOpportunityScore	number	No	—	One number instead of five filters.
platforms	array	No	—	tiktok, instagram, youtube, x, facebook — keep campaigns accepting at least one.
payoutTypes	array	No	—	cpm, retainer, hybrid, placement, bounty. Most campaigns are cpm.
categories	array	No	—	Free-text; keep campaigns tagged with at least one (most are untagged).
searchText	string	No	—	Case-insensitive match on title, brand, description.
sortBy	string	No	budgetLeft	Order of returned campaigns (best first).
includeMetrics	boolean	No	true	Fetch each campaign's detail endpoint for real budget/creator/views numbers, per-platform payouts, top earners and a live burn rate.
maxItems	integer	No	—	Maximum campaigns to return. You are only charged for returned results. The directory currently exposes the full active board (~500+ campaigns).

Example — the low-competition, proven-payer query

{
  "status": "active",
  "minRewardPerThousand": 2,
  "minPayoutPerCreatorUsd": 5,
  "maxCreators": 300,
  "minEstimatedDaysLeft": 3,
  "sortBy": "opportunity",
  "maxItems": 25
}

Output example

{
  "id": "1db63081-715e-4e04-9b11-fbc1d4e8e700",
  "title": "Backyard Breaks [Clipping Campaign]",
  "brand": "ClipHouse",
  "opportunityScore": 57.6,
  "rewardPerThousandViews": 2.0,
  "rewardPerThousandMinUsd": 0.5,
  "rewardPerThousandMaxUsd": 2.0,
  "totalBudgetUsd": 130000,
  "budgetSpentUsd": 107043.63,
  "budgetLeftUsd": 8728.95,
  "paidOutUsd": 96403.24,
  "dailyBurnUsd": 229.9,
  "estimatedDaysLeft": 38.0,
  "budgetPace": "healthy",
  "payoutPerCreatorUsd": 773.97,
  "viewsPerCreator": 145862,
  "estimatedViewsRemaining": 4364475,
  "progressPercentage": 82.34,
  "ageDays": 118.7,
  "status": "active",
  "payoutType": "cpm",
  "categories": null,
  "platforms": ["instagram", "tiktok", "youtube"],
  "creators": 26,
  "approvedSubmissions": 5337,
  "totalViews": 3792419,
  "requiresApplication": false,
  "isVerified": true,
  "listedAt": "2026-05-06T18:26:10.000Z",
  "campaignUrl": "https://contentrewards.com/discover/1db63081-715e-4e04-9b11-fbc1d4e8e700",
  "description": "full rules text — hook / format / whitelist requirements",
  "payouts": [{ "platform": "instagram", "payoutType": "cpm", "ratePer1000Usd": 2.0, "minPayoutUsd": 4.5, "maxPayoutUsd": 2500 }],
  "topEarners": [{ "rank": 1, "username": "clipper01", "earnedUsd": 4244.95, "totalViews": 5784198 }],
  "detailFetched": true
}

Data fields

Field	Notes
id, title, brand, payoutType, categories	payoutType is usually cpm
opportunityScore	0–100 composite, or null when reward rate or budget is missing
rewardPerThousandViews	headline USD per 1,000 views; rewardPerThousand{Min,Max}Usd give the per-platform range
totalBudgetUsd, budgetSpentUsd, budgetLeftUsd, paidOutUsd
dailyBurnUsd	USD/day from the campaign's trailing 7-day daily-views chart (falls back to spent-since-listing when the chart is unavailable)
estimatedDaysLeft	runway at the current burn rate; null means nothing is being paid out
budgetPace	draining (<3d) / healthy (3–60d) / slow (60–180d) / stalled
payoutPerCreatorUsd	average USD an entered creator has earned so far
viewsPerCreator, estimatedViewsRemaining	competition / feasibility signals
progressPercentage, ageDays	% of budget consumed; days since the campaign was listed
creators, approvedSubmissions, totalViews	campaign metrics from the detail endpoint
payouts	per-platform rate + min/max payout
topEarners	up to 3 top creators with earnings and views
platforms, requiresApplication, isVerified
status	active
listedAt	ISO timestamp — spot fresh campaigns
campaignUrl	link to the campaign on contentrewards.com
description	rules text as shown on the directory
detailFetched	false if the per-campaign detail endpoint could not be reached (numbers then come from the directory only)

How the opportunity score works

Deliberately simple, documented, and reproducible so you can argue with it:

• 35% reward rate — $/1K views, saturating at $5/1K
• 25% budget headroom — budget left, saturating at $25,000
• 25% low competition — 100 / (100 + creators), so 100 creators = half marks. Capped at half marks while a campaign has never paid anyone: an empty board that has paid $0 is untested, not uncontested, and the data cannot tell those apart
• 15% payout velocity — full marks for 3–60 days of runway; penalised both when a campaign drains within a day and when it is effectively stalled (a big budget nobody is being paid from is not an opportunity)

Campaigns with no reward rate or no budget data score null rather than a misleading number. Unproven campaigns are not hidden — a fresh board with a good rate and real budget is a genuine opportunity and still ranks; it just does not outrank a campaign that is provably paying out.

How it works

1. Loads the public Content Rewards directory and follows its "load more" (a Next.js server action) to the end of the board — the full active campaign list (~500), no login. Each campaign is then enriched from its own detail endpoint.
2. Campaigns are de-duplicated by ID; if the "load more" mechanism can't be reached the run falls back to the first page instead of failing.
3. Burn rate, runway, payout-per-creator and the opportunity score are computed from the published metrics.
4. Your filters are applied, the list is sorted, and maxItems trims it — you are charged only for what is returned.

How much does it cost?

Event	Free	Bronze	Silver	Gold
campaign	$0.0014	$0.0013	$0.0012	$0.0011

One event per campaign returned. A full board pull (~500 campaigns) costs about $0.70 on the Free plan; a filtered query of 25 costs a few cents.

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FAQ

Where does the data come from? The public Whop Content Rewards directory at contentrewards.com — the same campaign cards an unauthenticated visitor sees. No login, no private API.

How many campaigns are there? The directory currently exposes the full active board (~500+ campaigns). One run collects all of them before filtering.

Why is estimatedDaysLeft sometimes huge or null? It is uncapped on purpose. A huge number means a large budget is barely being paid out (stalled); null means the burn rate is zero. Both show up as budgetPace: "stalled".

Why did a campaign score high with almost no budget left? The score rewards a high reward rate, low competition and proven payouts even when headroom is near zero. Add minBudgetLeftUsd if you want to exclude nearly-drained campaigns.

Can I get ended campaigns? Set status to all. The directory only lists a small number of ended/paused campaigns, so most results will still be active.

Can I schedule it? Yes. Use Apify Schedules to re-run daily and track new campaigns via listedAt or sortBy: "newest".

Something looks wrong. Open an issue on the Issues tab with your input and the run URL.

Legal and compliance

This actor collects publicly available campaign listing data from the Whop Content Rewards directory. It does not log in, access private accounts, or bypass paywalls. You are responsible for using the exported data in compliance with Whop's terms and applicable laws. Use it for lawful purposes such as market research and campaign selection. See Apify's guide on the legality of web scraping.