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Creator viewpoint comparison

Social engagement visibility

A deterministic grouping of public source-backed insight cards. This page compares what creators said without declaring a winner.

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Creator Viewpoints

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  • asserts: Replying to comments is claimed to drive much more social visibility than passive likes, based on leaked X signal weights and creator experience.

    X leaked its own algorithm. Most people completely missed it. The most insane thing, pay attention here. You get a 75 times visibility boost if you are responding to comments. Retweets, 20 times visibility. Replies, 13.5. Profile clicks, 12...

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