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However, I need to be upfront with you: Using them can lead to account bans, shadowbanning, or security risks (like malware or data theft).

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Security and privacy risks

: While the immediate goal of using a liker machine might be to boost likes, genuine engagement and meaningful interactions are what typically sustain a user's or brand's presence on social media in the long term. Manipulation of metrics does not equate to real engagement. However, I need to be upfront with you: