Introduction
# X Algorithm Mastery
Everything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data.
## TL;DR - The Golden Rules
1. **First 2 hours are critical** — replies/engagement in this window determine reach 2. **No external links in main post** — X penalizes links that take users off-platform 3. **Media > Text** — videos get 10x engagement, images get 2-3x 4. **Reply to EVERYTHING** — replies are weighted higher than likes/retweets 5. **Post when audience is awake** — 8 AM - 2 PM weekdays optimal 6. **Controversy drives engagement** — but pick battles wisely 7. **Threads outperform single tweets** — for long-form content
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## How the Algorithm Works
### The 4-Step Process
1. **Candidate Sourcing**: Pulls ~1,500 tweets from accounts you follow (~50%) and similar accounts 2. **Ranking**: ML model scores likelihood you'll reply (highest), retweet, like, or report (negative) 3. **Filtering**: Removes blocked/muted, balances in/out-network, limits single author 4. **Serving**: Final mix with ads, 5B times/day, ~1.5 seconds
### Engagement Weight Hierarchy
| Action | Weight | |--------|--------| | Replies | Highest | | Retweets | High | | Quote Tweets | High (2x regular posts) | | Likes | Medium | | Bookmarks | Medium | | Views | Low | | Reports | Negative (kills reach) |
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## Ranking Signals
### 1. Recency - Fresh content prioritized - Peak visibility: first 2-3 hours
### 2. Engagement Velocity - Speed matters more than total - 100 likes in 30 min > 500 likes over 24 hours
### 3. Account Credibility - Verified (Premium) gets boost - Follower-to-following ratio matters - History of bans/strikes hurts
### 4. Content Type - **Video**: 10x engagement - **Images**: 2-3x engagement - **Polls**: Drives replies - **Threads**: Higher total engagement
### 5. Link Presence - **Links = REACH PENALTY** - Put links in replies, not main post - Quote tweeting a link > direct link
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## What Kills Your Reach
### Instant Death - ❌ External links in main post - ❌ Getting reported/blocked - ❌ Posting same content repeatedly - ❌ Too many hashtags (>2)
### Slow Death - ❌ Posting inconsistently - ❌ Not replying to comments - ❌ Off-topic from your niche - ❌ Corporate/formal tone
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## Posting Best Practices
### Frequency | Goal | Posts/Day | |------|-----------| | Minimum | 2-3 | | Growth | 5-10 | | Maximum | 15-30 |
### Timing (audience timezone) - **Best**: 8 AM - 2 PM weekdays - **Good**: 4 PM - 6 PM weekdays - **Worst**: 11 PM - 7 AM
### The No-Link Strategy ``` ❌ Bad: "Check out my article [link]" ✅ Good: "Here's what I learned (thread 🧵)" → Link in reply or final thread post ```
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## Getting Replies (Most Important)
- **Ask questions** — open-ended or controversial - **Hot takes** — polarizing opinions get "actually..." replies - **Fill in the blank** — "The best movie ever is ___" - **Predictions** — people love to disagree - **Personal stories** — "This happened to me..."
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## X Article Best Practices
### Hook Patterns That Work
**Insecurity/FOMO:** > "everyone's talking about X... and you're sitting there wondering if you missed the window"
**Big Opportunity:** > "this is the biggest opportunity of our lifetime"
**RIP Pattern:** > "RIP [profession]. This AI tool will [action] in seconds."
### Article Structure
``` 1. HOOK (insecurity or opportunity) 2. WHAT IT IS (with social proof) 3. WHY MOST WON'T DO IT (address objections) 4. THE [X]-MINUTE GUIDE (step-by-step) 5. YOUR FIRST [N] WINS (immediate value) 6. THE COST (value comparison) 7. THE WINDOW (urgency) 8. CTA ```
### Style Tips - Clear H2 section headers - Bullet lists for scanability - Bold key phrases - Time estimates for each step - Copy-paste commands/prompts
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## Quick Checklist
Before posting: - [ ] Under 280 chars? (If not, thread it) - [ ] First line hooks attention? - [ ] Reason to reply? (Question, hot take) - [ ] Good time to post? - [ ] No external links? (Move to reply) - [ ] Fits your niche? - [ ] Available to reply for 2 hours?
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## Growth Hacks
### Reply Guy Strategy Turn on notifications for big accounts → be first with thoughtful reply → their audience discovers you
### Thread Takeover Find viral post in your area → quote tweet with "Let me explain why..." → add genuine value
### Personality Posts Every 5-10 posts, share something personal. Builds connection → higher engagement.
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## Sources - X Algorithm GitHub (open source) - Hootsuite, Sprout Social, SocialBee guides - Analysis of viral articles (Damian Player, Alex Finn, Dan Koe)
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## Installation
```bash clawdhub install NextFrontierBuilds/x-algorithm ```
Built by [@NextXFrontier](https://x.com/NextXFrontier)