What does X’s new algorithm tell us is over, and what is blowing up?

What the new X algorithm is telling us: what’s over, and what’s booming:

[Over / Punished heavily]

Mass spam (high-frequency, highly similar content triggers author diversity penalties) Reply farming (replying for the sake of engagement, not for actual content/quantity) Low-quality recycled templates (Grox can already recognize them) Abstract motivational fluff with no concrete proof Generic engagement bait

[Winning / High exposure]

Fresh takes from alt accounts (big gains detected out-of-network) Narrative-complete threads (the model reads the full context) Text + media/screenshot combinations First-person real cases (“I did X → got result Y” + evidence) Early replies to every comment (the first 30 minutes are ranking gold) Stable high-quality cadence (consistency > volume)

The strongest format right now:

Hook + numbered tactical playbook Personal proof post + specific numbers/screenshots 3-7 image carousel slides (each slide makes one bold claim) Short video (<90s real demo)

You have to start playing today:

At most 2-3 high-quality posts per day Must include media or make it a thread Reply to all comments within the first 30 minutes Use “I did / I verified” instead of abstract opinions One bold opinion + proof