Public-data estimator: views, CPM ranges and revenue potential for any YouTube channel.

How to use

1. Paste a video or channel URL → Estimate.
2. Pick the niche for a realistic CPM range.
3. Read the estimate band + assumptions.

About this tool

A YouTube channel's real analytics are private, but useful estimates are not. Enter a channel or video URL and this estimator builds a transparent model: typical view velocity from public engagement data, niche CPM ranges ($0.5–$15 RPM by category, shown), and an earnings band. Nothing is scraped from private dashboards — every number is either public or a clearly-labelled industry assumption, which is more than most 'income calculators' will admit. Your file never leaves this page — processing runs in your browser via WebAssembly; nothing is uploaded and the file is dropped from memory when you close the tab.

FAQ

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