@DeRonin_ Β· May 15, 2026 Β· 70.3K Views

X's New Ranking Algo:
What's Dead & What Wins

By Ronin (@DeRonin_) β€” CEO of CloseAI Β· Advisor at MindoAI Β· in response to @Polymarket's announcement that X published its latest algorithm to GitHub

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Dead Signals
7
Elevated Signals
What Just Died

β›” Deprecated Content Signals

Eight strategies now penalised or de-weighted by the May 2026 X ranking algorithm β€” stop these immediately.

πŸ“‰

Spam Posting

4+ posts/day triggers an author dilution penalty that suppresses all your posts in feed ranking.

Author Dilution Penalty
🎣

Reply Farming

Replies now weighted by WHO replies, not how many. Mass low-authority replies = zero ranking benefit.

Quality-Weighted Replies
πŸ“

Text-Only Posts

Media now gets 2x signal weight. Text-alone content is at a permanent distribution disadvantage.

2x Media Weight Gap
♻️

Recycled Viral Templates

The new content classifier detects and flags structural similarity to previously viral post templates.

Classifier Flagged
πŸ€–

Generic AI Tool Roundups

Lists of AI tools without original POV. No original perspective = low signal, minimal discovery.

Low Signal Content
πŸͺ

Engagement Bait Closers

"What do you think?" is now flagged. The classifier penalises engagement solicitation without value.

Bait Flag Applied
✨

Motivational Fluff Without Specifics

Vague inspirational content without data, names, or proof. Low engagement quality = excluded from discovery.

Weak Signal
πŸ«‚

Engagement Pods

Mutual-follow scores reweighted. Pod-generated engagement no longer translates to out-of-network reach.

Mutual-Follow Reweighted
What Just Won

βœ… Elevated Content Signals

Seven strategies now algorithmically rewarded β€” double down on these starting today.

🌱

Original Takes from Small Accounts

Out-of-network discovery tripled for fresh, non-templated opinions from lower-follower accounts.

3x Discovery Boost
🧡

Threads with Clear Narrative Arcs

Setup β†’ friction β†’ resolution. The model now reads full thread context and rewards completion signals.

Full Thread Context
πŸ–ΌοΈ

Text + Media Combinations

Outperforms either format alone. 2x media weight Γ— text engagement = multiplicative distribution effect.

2x Media Γ— Text Signal
⚑

Contrarian Takes with Personal Proof

Counter-consensus + numbers/screenshots/names. Specificity and novelty drive non-follower distribution.

High Quality Signal
πŸ“œ

Long-Form Posts (4000 Characters)

The 4000-char format receives heavier signal weight. Higher read-time drives broader distribution.

Elevated Weight
⏱️

Responding to Own Replies (First 30 Min)

Author engagement in the first 30 min signals content quality. Classified as "ranking gold".

Ranking Gold
πŸ“…

Consistent Posting Cadence

Regularity > volume. Consistent authors earn algorithmic trust scores that lift all their posts.

Author Trust Score
Formats That Work Right Now

πŸ“ Post Formats Optimised for May 2026

Seven format types that generate the strongest algorithmic signals under the current update.

πŸ“‹ Tactical Playbook

Hook + 5–8 numbered steps + closer. Sequential structure generates high engagement prediction.

πŸ’° Personal Proof Post

"$X β†’ $Y in Z weeks" with breakdown. Numeric specificity signals high content quality.

πŸ“Έ Contrarian + Screenshot

Counter-consensus backed by screenshot evidence. Novelty + proof = maximum quality signal.

πŸŒ€ Arc-Structure Thread

Setup β†’ friction β†’ resolution. Full-thread context model rewards narrative completion.

πŸƒ Image Carousel (3–7 Slides)

One bold claim per slide. Swipe-through behaviour signals high engagement depth.

🎬 Short Video (<90 Seconds)

Real work, not promo. Authentic production signals quality to the ranking model.

πŸ“° Long-Form Breakdown (4000 chars)

In-depth breakdown of a trending topic. Length + read-time signals carry elevated weight.

Tone of Voice That Wins

πŸŽ™ Six Winning Tone Patterns

Tone signals that the algorithm classifies as high-quality content.

🫡

First-Person Specific

"I built X / I shipped Y" over abstract third-person observation. Personal specificity drives engagement.

πŸ”’

Concrete Numbers and Names

Named figures, percentages, specific outcomes. Precision signals credibility to the ranking model.

πŸ”¨

Builder Energy

Active maker voice over passive motivational commentary. Doing beats advising in the new signal model.

🎯

One Strong Opinion Per Post

Single bold, well-supported opinion over multiple hedged takes. Focus drives engagement depth signals.

πŸš€

'Here's What I Shipped' Frame

Output framing over possibility framing. Proof over promise wins in the new quality model.

πŸ“£

Direct Address to Reader

"You" address over generic third person. Personalisation increases scroll-stop probability.

Knowledge Graph Explorer

πŸ”— Entity Relationship Graph

Derived from the companion RDF Turtle at generation time. Click any node or edge label to explore its Linked Data description via URIBurner.

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Settings

Classes
Instances (Win)
Instances (Dead)
People/Orgs
Concepts
Graph data embedded from companion RDF at generation time.
The Play β€” Starting Today

β–Ά 7-Step Action Plan

Algorithm cycles repeat every 6 months. Screenshot this and implement it now.

FAQ
Glossary
About

About This Page

This knowledge graph infographic was generated from the X post @DeRonin_ status/2055334050676814056 using the kg-generator and rdf-infographic-skill OpenLink Software AI agent skills. Post content was extracted via browser automation, transformed into RDF Knowledge Graph (Turtle + JSON-LD) using the Business & Market Analysis and Generic templates, then rendered as this interactive HTML infographic. Entity links throughout this page route through the URIBurner Linked Data resolver.

"BREAKING: X dropped the new ranking algo today. What's dead and what wins for bangers … screenshot this. algorithm cycles repeat every 6 months"
β€” Ronin (@DeRonin_), May 15, 2026 Β· 70.3K views Β· 915 bookmarks