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: Studies have shown that fake influencers are easily identified using network characterization measures, meaning brands and savvy users can often spot purchased followers immediately.

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Research has highlighted several critical dangers associated with this practice: : Studies have shown that fake influencers are

: Legitimate marketing services typically cost between $30 and $80 per 1,000 followers. Offers for $5–$10 for 1,000+ followers are a clear indicator of automated bot deployment. Offers for $5–$10 for 1,000+ followers are a

: These accounts do not interact with your content. This dilutes your engagement rate, signaling to Twitter's algorithm that your content is low quality and potentially resulting in reduced reach or a "shadowban".

: Twitter regularly sweeps for fake accounts. Purchased followers often disappear overnight during these purges, which can be publicly embarrassing if your count plummets visibly. Risks and Academic Perspectives