X's new algorithm tells us what's done for and what's booming:

robot
Abstract generation in progress

What's dead and what's booming in X's new algorithm:

[Dead / Severely Penalized]

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

[Winning / High Exposure]

Original views from small accounts (out-of-network discovery greatly improved) Complete narrative threads (model reads full context) Text + media/screenshot combination First-person real case ("I did X → result Y" + evidence) Early reply to every comment (first 30 minutes is ranking gold) Stable high-quality rhythm (consistency > quantity)

Currently strongest format:

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

Tactics to start today:

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

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