Is Overreliance on Paid Likes Distorting Your True X (Twitter) Impact?
Paid likes can inflate surface metrics while obscuring genuine influence. Authentic engagement reflects real interest, conversation quality, and follower relevance, whereas excessive paid interactions dilute signals that indicate true impact. Evaluating comments, shares, and consistent interaction patterns gives a clearer picture of reach and resonance. The smart path is balancing promotion with content that earns organic responses and tracking metrics that map to meaningful outcomes.