No single signal is definitive, so AI reads several in combination to produce a probability rather than a verdict. The key signals are sudden follower spikes with no viral event behind them, high follower counts paired with low likes, comments, or shares, follower geography concentrated in regions unrelated to the creator’s content, and suspicious account patterns such as profiles with no photo, generic usernames, or identical behaviors. Any one signal can have an innocent explanation, but when three or more co-occur on a single profile the combination is diagnostic — significant audience fabrication becomes the likely reading. Because scores can be evaded or produce false positives, AI screening should filter the pool before a manual review confirms the top candidates.
Full guide → Assessing Creator Authenticity
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