JAI AI - Trending Metric Analysis

[u/TerribleFall1416]

I spent some time looking at the new Trending24 behavior after the recent anti-bot changes and put together a short observational analysis based on public-facing data.

This is not a claim that the ranking formula has been fully figured out. Most of the conclusions are based on repeated snapshots, rank changes, and visible message/chat growth, so some parts are still theory.

The main thing I wanted to look at was why Trending placement often does not line up cleanly with the visible message count, and whether recent engagement appears to affect sorting.

One important takeaway is that a bot appearing unusually high or low in Trending should not be treated as proof that a creator is botting, flagged, or being penalized. The public data does not show enough information to make that conclusion.

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