What we refuse to show
No number we did not measure. No estimate dressed as a fact. When a comparison is weaker than it looks, the panel says so. Three examples.
A warning on the comparison itself
Part of this comparison predates 24 August 2026, when YouTube started counting views from the first frame. Newer videos earn views slightly more generously, so the panel tells you to treat small differences with care.
An estimate is labelled an estimate
Estimated ad earnings show as a range, marked rough, third-party, not from or approved by YouTube or Google. It is never presented as income.
Nothing invented before the data exists
A workspace with no channel connected shows dashes, not sample numbers. The first real figure appears when the first real data does.
Why it works this way
A score you cannot trace is a guess with a confident face; we would rather show a dash, a range, or a warning than a number that was never measured.