How CreatorFuse HQ estimates creator earnings, sources public statistics, and applies industry benchmarks.
Public Data Only
All creator statistics are sourced from official public platform APIs — no private data.
Industry Benchmarks
CPM rates are based on publicly reported ranges and creator-disclosed figures.
Clearly Labeled
All earnings figures are labeled as estimates throughout the site. Never presented as exact income.
CreatorFuse HQ uses official public platform data to display creator statistics:
We do not scrape private data, access creator dashboards, or use unofficial data sources. All statistics reflect publicly available information accessible to any user visiting the platform.
YouTube ad revenue for creators is estimated using the following formula:
Monthly Ad Revenue = Monthly Estimated Views × Average RPM ÷ 1,000
RPM (Revenue Per Mille) is the actual revenue per 1,000 video views after YouTube's revenue share. Creators receive approximately 55% of ad revenue; YouTube retains 45%. We apply niche-specific RPM benchmarks based on publicly reported ranges from creators and industry research.
Our current CPM benchmark ranges by content niche:
| Content Niche | CPM Range |
|---|---|
| Finance & Investing | $10–$50 |
| Technology | $5–$20 |
| Health & Medical | $5–$18 |
| Education | $5–$15 |
| Gaming | $3–$15 |
| Entertainment / Vlogs | $2–$8 |
| Music | $1–$5 |
| General (default) | $2–$8 |
Our estimates only cover ad revenue from the platform's Partner Program. The following are not included:
For many top creators, these alternative revenue streams exceed ad revenue. Always interpret our estimates as a floor — not a ceiling — for total creator income.
YouTube CPM varies significantly by audience geography. Advertisers pay more to reach audiences in the US, UK, Canada, and Australia — often 3–5x more than audiences in South Asia or Southeast Asia. A channel with identical view counts may earn very different amounts depending on where its audience is located. Our estimates use blended average CPM rates that may not reflect the specific geographic mix of any individual creator's audience.
YouTube CPM is highest in Q4 (October–December) due to holiday advertising spend, often 30–50% above the annual average. CPM is typically lowest in Q1 (January–February). Our estimates use annual average CPM rates and do not reflect seasonal fluctuations.
All earnings figures on CreatorFuse HQ are estimates, not verified income. They are provided for educational and informational purposes only. Do not use these estimates for financial, tax, or legal decisions.
No. All earnings shown on CreatorFuse HQ are estimates based on publicly available view counts and industry-average CPM benchmarks. They are directional ranges — not exact income reported by creators or platforms.
Subscriber and follower counts are sourced from publicly available platform data. These reflect the most recently cached public statistics for each creator.
Our estimates cover ad revenue only. Creators typically earn additional income from brand sponsorships, merchandise, channel memberships, Super Chats, affiliate marketing, and other off-platform revenue. These sources are not captured in our estimates.
Creator statistics are cached for up to 6 hours for profiles and 12 hours for list pages. CPM benchmarks are reviewed periodically and updated to reflect current market conditions.