How do I verify if a creator is driving fake engagement in youtube?

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1 Answer

Rohitdamodran · Answer 1 · 2025-02-26T07:05:21+0000

To detect fake engagement in a creator’s audience, analyze these factors:

Engagement-to-Follower Ratio – Extremely high or low engagement compared to followers may indicate fake activity.
Comment Quality – Generic, repetitive, or irrelevant comments suggest bot activity.
Audience Demographics – Use analytics tools to check if the audience aligns with expected demographics.
Follower Growth Patterns – Sudden spikes in followers without viral content may indicate bought followers.
Third-Party Audit Tools – Platforms like Social Blade or HypeAuditor can flag suspicious activity.

Verifying these signals helps ensure authentic engagement and better ROI.