What's over and what's booming in the new algorithm X tells us:

robot
Abstract generation in progress

X's new algorithm tells us what is dead and what is popping:

[Dead / Heavily Penalized]

Spam flooding (high-frequency homogeneous content triggers author diversity penalty) Pure reply farming (focus on who replies, not quantity) Low-quality recycled templates (Grox can already recognize them) Abstract motivational fluff, no specific proof Pure vague engagement bait

[Winning / High Exposure]

Original views from small accounts (out-of-network discovery significantly increased) Complete narrative threads (model reads full context) Text + media/screenshot combos First-person real cases (“I did X → result Y” + evidence) Early replies to every comment (first 30 minutes are ranking gold) Steady high-quality pace (consistency > quantity)

Currently strongest formats:

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

Tactics you must start today:

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

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