YouTube Fake Engagement Checker

No, and neither can anyone else. YouTube does not publish the list of a channel’s subscribers, so there is nothing to inspect. Any tool claiming a percentage of fake subscribers has invented that number. What can be done is comparing observable ratios and flagging what is unusual — which is what this does.

Likes below roughly 0.5% of views is low; most healthy channels sit above 1%. Bought views are one explanation. So is a topic people watch without reacting, an audience arriving from search rather than subscription, or an older catalogue from when liking was less habitual.

No. It is the normal signature of a channel driven by Shorts or by the suggested feed, and it is often a sign of health rather than of manipulation. It is flagged as information, not as a warning.

Because a single viral video pulls views up without pulling engagement with it. That is why the flag exists: a channel where one upload does ten times the median has "typical" numbers that describe nothing typical.

It violates YouTube’s fake engagement policy, and the platform removes what it detects — leaving a channel with view counts that no longer match its engagement, which is exactly the pattern this tool surfaces. Beyond the risk of termination, bought views never watch, comment or come back.

A flag is a reason to ask questions, not a verdict. Ask for a Studio screenshot showing traffic sources and audience geography — a real creator can produce that in a minute, and it settles the matter far better than any external estimate.