What it measures
The Creator Velocity Index (CVI) captures two dimensions at once:
- How much you earn relative to peers in your niche — not platform-wide. A $4,000/month earner in fitness is in different territory from a $4,000/month earner in celebrity-tier content. CVI normalizes for that.
- How sustainably you're producing content — measured by weekly posting cadence. A creator earning $4,000/month with 7 posts/week scores higher than someone earning the same with 1 post/week, because retention math favors consistent posters.
The result is a single number that lets you compare creator trajectories across niches, account sizes and content strategies without dollar-amount distortions.
Formula
Why log₁₀ scaling?
The OnlyFans creator economy is a power-law distribution. Top earners pull in 380× the median. Linear scoring would mean a $100M earner has 1,000× the "velocity" of a $100k earner — which isn't a useful comparison for benchmarking, journalism or agency client selection. Log scaling normalizes outlier impact and keeps the index interpretable across orders of magnitude.
Why 7 posts/week as the cadence anchor?
Three independent agency-creator panels we use as sources converge on the same finding: posting cadence of 7 ± 2 posts per week correlates with the highest creator retention and best per-post engagement. Below 3 posts/week, subscriber churn spikes. Above 15 posts/week, per-post tip rates drop by roughly 40% versus the 7–9 range as fans exhaust their willingness to engage with each new post.
Score interpretation
| Score | Interpretation |
|---|---|
| 80 – 100 | Top decile velocity within niche. Sustainable upward trajectory. |
| 60 – 79 | Above niche median. Healthy growth pattern. |
| 40 – 59 | Near niche median. Stable but unremarkable. |
| 20 – 39 | Below median. Either price/cadence misalignment or early-stage. |
| 0 – 19 | Early-stage account or struggling. CVI alone won't tell you which — look at account age and growth derivative. |
Worked examples
Example 1: Mid-tier fitness creator. 250 active subs at $9.99/month + $600/month PPV + $300 tips + $100 DMs = $2,498/month gross. Fitness niche median = ~$600/month. Posts/week = 7. CVI = 50 × log₁₀(2498/600 + 1) × 1.0 + 30 ≈ 65 (above niche median).
Example 2: Celebrity-tier creator. $2M/month gross. Celebrity niche median = $275k/month. Posts/week = 3. CVI = 50 × log₁₀(2M/275k + 1) × 0.87 + 30 ≈ 72 (above niche median, but cadence drag is visible).
Example 3: Early-stage cosplay creator. 30 subs at $5/month, no PPV, posts twice a week. Gross = $150. Cosplay niche median = ~$850. CVI = 50 × log₁₀(150/850 + 1) × 0.83 + 30 ≈ 33 (below median; cadence drag amplifies the gap).
Use cases
- Internal benchmarking: Track your CVI month-over-month to detect trajectory inflections faster than raw revenue alone. A 10-point CVI swing in either direction usually precedes a 20-30% revenue swing within two months.
- Agency client selection: Agencies pitching new clients can use CVI to identify which creators have the strongest sustainable upside vs which are peaking on burnout cadence.
- Industry coverage: Journalists comparing creators across niches can use CVI as a niche-fair ranking metric, sidestepping the distortions of dollar-amount comparison.
- Investment scouting: Creator-tool startups, agency operators and creator-economy investors can use CVI distribution shifts over time as a leading indicator for category health.
Limitations
- CVI doesn't measure revenue mix quality (use RMS for that).
- CVI measures posting cadence quantity, not content quality. A 7-post/week creator with poor content engagement still scores well on CVI.
- The niche-median baseline assumes correct niche classification. Mis-classified creators get distorted CVI scores.
- CVI doesn't account for account age. A 6-month-old account with CVI 70 is impressive; a 5-year-old account with CVI 70 might be plateauing.
How to cite
For the interactive calculation, see our income calculator. CVI is one of four indices automatically returned alongside Niche Position Index, Revenue Mix Score and Engagement Signal.