@DeRonin_: BREAKING: X dropped the new ranking algo today. What's dead and what wins for bangers: [ what just died ]: - spam posti…

X AI KOLs Following News
social-media algorithm-update x-twitter content-strategy ranking-algorithm engagement platform-changes

Summary

X released a new ranking algorithm that penalizes spam, reply farming, text-only posts, recycled viral templates, generic AI tool roundups, engagement bait, motivational fluff, and engagement pods; it rewards original takes from small accounts, threads with clear narrative arcs, text+media combos, contrarian takes with proof, long-form posts, responding to replies quickly, and consistent posting cadence.

BREAKING: X dropped the new ranking algo today. What's dead and what wins for bangers: [ what just died ]: - spam posting (4+ posts/day = author dilution penalty) - reply farming (replies weighted by WHO replies, not how many) - text-only posts (media gets 2x signal weight now) - recycled viral templates (the new content classifier flags them) - generic AI tool roundups (no original POV = low signal) - engagement bait closers ("what do you think?" gets flagged) - motivational fluff without specifics - engagement pods (mutual-follow scores reweighted) [ what just won ]: - original takes from small accounts (out-of-network discovery 3x'd) - threads with clear narrative arcs (model reads full thread context now) - text + media combos (out-performs either alone) - contrarian takes with personal proof (numbers, screenshots, names) - long-form posts (the 4000-char format gets heavier signal weight) - responding to your own replies in the first 30 min (ranking gold) - consistent posting cadence (regularity > volume) [ formats that work right now ]: - tactical playbooks: hook + 5-8 numbered steps + closer - personal proof posts: "$X → $Y in Z weeks" + breakdown - contrarian takes backed by screenshot proof - threads with arc structure: setup → friction → resolution - image carousels (3-7 slides), one bold claim per slide - short videos (under 90s) showing real work, not promo - long-form (4000-char) breakdowns of trending topics [ tone of voice that wins ]: - first-person specific ("I built X / I shipped Y") over abstract observation - concrete numbers and names over vague claims - builder energy over motivational fluff - one strong opinion per post, not three hedged ones - "here's what I shipped" over "here's what's possible" - direct address to the reader ("you") over generic third person [ the play starting today ]: 1. cut your posting to 2 a day max 2. always pair text with image, video, or thread 3. reply to every comment in the first 30 min 4. write in first-person specific, not third-person abstract 5. one bold opinion per post, backed by proof 6. let out-of-network discovery do the heavy lifting screenshot this. algorithm cycles repeat every 6 months
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X AI KOLs Following

The latest 𝕏 algorithm has been released on GitHub. After analyzing it with Grok Build, it was pointed out that X has transformed from a simple like/reply system into a recommendation engine powered by Grok, and listed 10 things creators need to know.