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X What the new algorithm tells us about what's over and what's booming:
X What the new algorithm tells us about what’s over and what’s booming:
[Finished / Heavily penalized]
Spam flooding (high-frequency similar content triggers author diversity penalties)
Pure reply farming (focusing on who replies, not quantity)
Low-quality recycled templates (Grox can now identify)
Abstract motivational fluff, no concrete proof
Pure generic engagement bait
[Winning / High exposure]
Original viewpoints from small accounts (discovery out-of-network greatly improves)
Complete narrative threads (model reads full context)
Text + media/screenshot combinations
First-person real cases (“I did X → Result Y” + evidence)
Early replies to every comment (first 30 minutes are ranking gold)
Consistent high-quality rhythm (regularity > quantity)
The strongest formats right now:
Hook + numbered tactical playbook
Personal proof posts + specific numbers/screenshots
3-7 image carousels (each with a bold claim)
Short videos (<90s) with real demonstrations
Play methods that must start today:
Up to 2-3 high-quality posts per day
Must include media or create threads
Reply to all comments within the first 30 minutes
Use “I did/verified” instead of abstract opinions
One bold opinion + proof