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Free Tools

Tools built on our own research

Free, no signup, no black box. Each tool runs on a methodology we publish openly — the same models behind Vott’s research and the Vott Creator Index.

Calculator · Creators

VCI Self-Score

Score yourself 0–100 on the five weighted signals of the Vott Creator Index — reach, engagement, growth, consistency and brand-safety. Enter your numbers, get your score and a signal-by-signal breakdown.

Get your score
Checklist · Monetization

Monetization Readiness Checklist

25 checks across brand deals, platform payouts, own products and ownership — the four layers from our Ibero-America monetization research. Your progress saves in your browser.

Run the audit
Coming soon

VCI Live Score

Enter a handle, get a VCI score computed on real platform data. In development alongside the Vott Creator Index data pipeline.

How these work. Every tool documents its model — no hidden scoring. The VCI Self-Score is a self-reported approximation of the published VCI methodology; official VCI editions are computed on verified data, normalised across a full candidate pool. Nothing you enter here is sent anywhere: both tools run entirely in your browser.