Whop Scraper - Products, Sellers & Content Rewards Campaigns

Scrape whop.com and the Content Rewards campaign feed without logging in. Find the highest-paying clipping campaigns, research what sells in a niche, and track how prices, budgets and communities move over time.

What you get

Campaigns - every live Content Rewards clipping campaign in one run:

Field	Example
Reward per 1,000 views	3
Total budget / spent / remaining	250000 / 199887.63 / 50112.37
Progress	79.96 %
Platforms	tiktok, instagram, youtube
Type / status	clipping / active
Views delivered	126700000

Products - name, price, currency, billing period (in days), release method, trial length, stock, rating, review count, seller.

Sellers - company name, route, category, member count, average rating, review count, verified and live flags.

Example output (campaign)

{
  "recordType": "campaign",
  "url": "https://contentrewards.com/discover/dd9f7918-e51d-4935-9f23-5935c783774a",
  "title": "CapCut Clipping",
  "brand": "CapCut",
  "rewardPerThousandViewsUsd": 3,
  "totalBudgetUsd": 30000,
  "budgetSpentUsd": 225.54,
  "budgetRemainingUsd": 29774.46,
  "progressPercentage": 0.75,
  "campaignType": "clipping",
  "status": "active",
  "socialPlatforms": ["youtube"],
  "viewCount": 124000,
  "isVerified": true,
  "changeType": "new",
  "firstSeenAt": "2026-07-20T09:00:00.000Z",
  "scrapedAt": "2026-07-27T10:31:00.000Z"
}

Use it for

• Find the best-paying campaigns - sort by reward per 1,000 views, filter to campaigns that still have budget left. A campaign at 98% progress is not worth clipping.
• Niche and pricing research - what products exist in a category, what they charge, how big and how well-reviewed their communities are.
• Competitor monitoring - schedule it and get told when a price moves, a budget drains, or a campaign ends.

Change tracking

Turn on Track changes between runs and schedule the actor. Every record is tagged:

new · active · price_change · reward_change · budget_drop · ended · delisted

plus firstSeenAt, lastSeenAt, daysTracked, and the previous price/reward/budget on rows that moved. The first run is the baseline, so nothing is reported as ended on run one. State is kept in a named key-value store per target, so scheduled runs compare against the previous run rather than starting cold.

Unchanged records are still returned (tagged active) - a run that returned almost nothing would look broken. Filter to the change types you care about.

Input

Field	Description
What to scrape	campaigns, products or sellers
Search or category	Keyword filter; in Sellers mode also picks the category pages to crawl
Specific Whop URLs	Paste product, company or category-browse URLs to target them exactly
Max results	Cap per run - keep it low for a cheap trial
Track changes between runs	Tags deltas against the previous run

Everything else (proxy, country, retries) has a sensible default under Advanced.

Pricing

Pay per result, with one price per mode - each run scrapes a single record type, so your cost is always results x one number. No start fee, no surcharges.

You scrape	Price per result
Campaigns	$0.002
Sellers	$0.004
Products	$0.012

Products cost more because each one is a full page fetch, while a single request returns ~500 campaigns or 24 sellers at a time.

Examples: 500 campaigns = $1.00 · 740 sellers = $2.96 · 50 products = $0.60.

Speed and freshness

Sellers mode can crawl Whop's whole category taxonomy (894 category pages, ~18 minutes, 6,440 distinct companies). Category pages are cached between runs and re-used while they are younger than Reuse category data younger than (default 24 hours, Advanced), so repeat runs over the same categories return almost immediately.

Most of the value arrives early: the taxonomy is a tree, so child categories largely repeat the companies of their parents. Scoping with Search or category (for example trading) gets you a category's companies in seconds instead of crawling everything.

• Cached rows keep the scrapedAt of the run that actually fetched them, so a record never claims to be fresher than it is.
• Set the value to 0 to always fetch fresh.
• Campaigns are never cached. Their value is the live remaining budget, which moves within minutes, so that mode always fetches - and it only costs one request anyway.
• Results stream into the dataset as they are found, so you can start reading a long crawl while it is still running.

Data notes

• Campaigns come from the public Content Rewards discover feed - the whole feed arrives in a single request, so this mode is cheap to run on a schedule.
• viewCount and creators are null when Content Rewards does not publish them for a campaign. They are never reported as 0 just to fill the column.
• Products discovered automatically come from Whop's new-arrivals feed, so they are brand new and usually have no ratings yet. To scrape established products, paste their URLs into Specific Whop URLs.
• billingPeriodDays is null for one-off purchases; it only has a value on recurring plans.

Notes

• No login or cookies required; nothing behind a paywall is touched.
• Only pages the sites allow crawling are used - their internal /api/ routes are excluded, as their robots.txt asks.
• No personal data. Records carry business identity only (company name, route, logo, member and review counts). Owner names, bios, avatars and social handles are deliberately not collected.
• Category browse pages publish 24 companies each, so Sellers mode gets breadth from crawling many categories rather than deep pagination.