Whop Content Rewards Scraper

Pull the public Whop Content Rewards board into one row per campaign: the headline CPM, how much budget is left, how fast that budget is being paid out, and a 0-100 score you can sort.

A single run is enough for the burn rate. The actor derives daily burn, days of budget left, and payout per creator from the budget, the spend, and the listing date the board already publishes.

How it works

✨ Why use this scraper?

• The full public directory in one run, about 670 campaigns on 26 Sep 2026, past the ~50 cards the site shows at once.
• Daily burn, days of budget left, and payout per creator are computed on the first run.
• Opportunity score (0-100) ranks reward rate, budget left, competition, and runway together.
• 7-day view momentum and the current top clip come back on every row.
• Filters for CPM, budget left, creator count, runway, platform, category, and payout model. You are charged only for rows that pass.
• onlyNew remembers campaigns in your account and charges later runs only for campaigns that were not seen before.

🎯 Use cases

Who	What they get
Clippers and clipping agencies	Campaigns with a real burn rate, budget still left, and few creators
Brands running a campaign	CPM, budget, and burn compared with the rest of the live board
Analysts	A dated feed of launches, spend, and 7-day view momentum
Scheduled monitors	onlyNew plus a webhook, so a quiet hour costs the start fee and nothing else

📥 Supported inputs

Input	Example
Full board	Leave Start URLs empty, or paste https://contentrewards.com/discover
One campaign	https://contentrewards.com/discover/{campaign-id} or the raw campaign id
Whop campaign URL	A whop.com URL that contains the campaign id

Not supported: logged-in creator balances, submission upload, or anything behind a Whop login. The actor reads the public board only.

🔄 How it works

1. Page the public discover API (50 campaigns per page) until the board ends, or fetch the campaign ids you pasted.
2. Convert cents to dollars and attach the listing date, platforms, payout rates, creator count, and view chart.
3. Compute burn, days left, payout per creator, views still payable, effective CPM, 7-day momentum, and the opportunity score.
4. Apply your filters and sort.
5. If onlyNew or trackTrends is on, compare with the snapshot in the named store whop-cr-seen-campaigns.
6. Push one dataset row per returned campaign.

⚙️ Input parameters

Field	Default	What it does
startUrls	discover URL	Full board, or specific campaign URLs / ids
status	active	active or all. The public board currently returns active campaigns
contentTags	empty	clipping, ugc (ugc includes face and faceless)
categories	empty	Category name or id, such as Gaming or personal-brand
platforms	empty	tiktok, instagram, youtube, x, facebook
payoutModels	empty	cpm, retainer, per-post
searchText	empty	Match against title, brand, and description
minRewardPerThousand	unset	Minimum dollars per 1,000 views
minBudgetLeftUsd	unset	Minimum unspent budget
maxProgressPercentage	unset	Skip campaigns spent past this percent
maxCreators	unset	Competition cap. Rows with no creator count are dropped
minPayoutPerCreatorUsd	unset	Minimum budget spent divided by creators
minEstimatedDaysLeft	unset	Minimum runway at the current burn
minOpportunityScore	unset	Minimum 0-100 score
sortBy	budgetLeft	opportunity, reward, payoutPerCreator, burn, daysLeft, fewestCreators, newest, progress
maxAgeDays	unset	Only campaigns listed within this many days
listedAfter	unset	ISO date. Keeps listedAt on or after that date
onlyNew	false	Later runs return only campaigns missing from the saved snapshot
trackTrends	false	Adds change fields against the previous run
maxItems	1000	Cap on returned rows
proxy	Apify datacenter	Switch the group to RESIDENTIAL if a run comes back empty

📊 Output overview

One dataset item per campaign. Money fields are US dollars. budgetSpentUsd is the board's spent figure, which can include amounts not yet paid. paidOutUsd is what creators have actually been paid, and effectiveRewardPerThousandViews is that payout divided by views. A headline CPM of $2 with an effective rate near $0 means most views are still pending or rejected.

opportunityScore is 35% reward rate (full marks at $5 per 1,000 views), 25% budget left (full marks at $25,000), 25% low competition (100 creators is about half marks; a campaign that has paid nobody is capped at half of that slice), and 15% runway (full marks from 3 to 60 days). Missing reward or budget produces a null score.

budgetPace is draining under 3 days, healthy from 3 to 60, slow from 60 to 180, and stalled when the budget is barely moving or nothing has been spent.

📦 Output sample

Real row from a run on 26 Sep 2026. paidOutUsd is 0 because the board had recorded spend that was not yet paid out.

{
  "id": "1515b3a8-fec1-43e2-ac52-2bfd4c84d524",
  "title": "Total War: WARHAMMER III - Lord of the End Times ",
  "brand": "Clipping Culture",
  "status": "active",
  "payoutModel": "cpm",
  "category": "Entertainment",
  "platforms": ["instagram", "tiktok", "youtube"],
  "rewardPerThousandViews": 2,
  "totalBudgetUsd": 27200,
  "budgetSpentUsd": 5569.36,
  "budgetLeftUsd": 21630.64,
  "progressPercentage": 20.47,
  "dailyBurnUsd": 3712.91,
  "estimatedDaysLeft": 5.83,
  "budgetPace": "healthy",
  "payoutPerCreatorUsd": 1392.34,
  "creators": 4,
  "viewsPerCreator": 859266.8,
  "opportunityScore": 74.9,
  "paidOutUsd": 0,
  "effectiveRewardPerThousandViews": 0,
  "viewsLast7d": 3437067,
  "momentum": "accelerating",
  "ageDays": 1.5,
  "listedAt": "2026-09-24T17:08:11.000Z",
  "topClipUrl": "https://www.instagram.com/reel/DduKOvizh19/?stkn=MW14a2hzdzFhNTdsbA==",
  "topClipPlatform": "instagram",
  "campaignUrl": "https://contentrewards.com/discover/1515b3a8-fec1-43e2-ac52-2bfd4c84d524",
  "description": "Highlight the new legendary lords and the apocalyptic setting featured in the Total War: WARHAMMER III - Lord of the End Times DLC."
}

🗂 Key output fields

Group	Fields
Identity	id, title, brand, status, payoutModel, category, platforms, campaignUrl, whopUrl
Money	rewardPerThousandViews, totalBudgetUsd, budgetSpentUsd, budgetLeftUsd, paidOutUsd, progressPercentage
Burn	ageDays, dailyBurnUsd, estimatedDaysLeft, budgetPace, payoutPerCreatorUsd, viewsPerCreator, estimatedViewsRemaining
Proof	opportunityScore, effectiveRewardPerThousandViews, approvedSubmissions, viewsLast7d, viewsTrend7dPct, momentum
Winners	topEarnerUsername, topEarnerUsd, topClipUrl, topClipViews, topClipPlatform, topClipUsername
Rates	payouts[], rateTiktokUsd, rateInstagramUsd, rateYoutubeUsd, rateXUsd, rateFacebookUsd
Trends (trackTrends)	budgetLeftChangeUsd, observedBurnUsdPerDay, burnAcceleration, creatorsChange, hoursSinceLastRun, trendSignal

trendSignal is accelerating when observed burn is at least 1.5 times the lifetime burn, slowing when it is half or less, crowding when creators joined and the budget did not move, stalled when the budget did not move, and steady otherwise. The first run is trendStatus: "baseline".

❓ FAQ

Do I need two runs to get the burn rate? No. dailyBurnUsd, estimatedDaysLeft, and payoutPerCreatorUsd come from the listing date and the spend on that same run. trackTrends is the optional second-run comparison.

Why is estimatedDaysLeft null? Nothing has been spent yet, so the burn rate is unknown.

Why is paidOutUsd zero when budgetSpentUsd is not? The board splits "spent" from "paid out". Effective CPM uses paid out. A wide gap means views are still pending or were rejected.

Why is the opportunity score null? The campaign has no reward rate or no budget. The actor leaves the score null.

What does onlyNew charge? The first run returns the current filtered board and stores every campaign it saw. Later runs return only new ids. A run with no new campaigns pushes no rows.

The run said the site is unavailable. The public board returned a server error after several retries. Wait 10 to 30 minutes and run again. Campaigns already collected in that run are kept if a later page fails.

💬 Support

Open a ticket on the Issues tab with the run id and the input you used.

🛠 Additional services

Need a schedule, a Slack or webhook push, or the same burn-rate fields on another clipping board? Say what the row should contain.

🔎 Explore more scrapers

• Whop Leaderboards Scraper for Whop discover products, plans, reviews, and leaderboard rank. That actor does not cover Content Rewards campaigns.

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⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Whop, Content Rewards, or any of their subsidiaries or affiliates. All trademarks mentioned are the property of their respective owners.

The scraper accesses only the public campaign directory. It does not log in, and it does not read private creator accounts. Users are responsible for making sure their use complies with Whop's and Content Rewards' terms, applicable data-protection law, and their own contracts.

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