x-algorithm-optimizerlisted

# X Algorithm Optimizer Optimize content for X's algorithm based on actual engagement signal prediction (from xai-org/x-algorithm). **Core Insight:** X's algorithm uses Grok-based transformers to predict 15 user-specific engagement signals. It optimizes for user relevance, not broad popularity. ## When This Activates - User asks to optimize tweets for X algorithm - User wants to improve X/Twitter engagement - User asks about thread strategy - User mentions X growth or algorithm optimization - User wants to maximize reach or engagement on X ## The 15 Engagement Signals X's algorithm predicts these signals per-user: ### Positive Signals (Maximize) | Signal | Weight | Optimization Strategy | |--------|--------|----------------------| | **Favorites** | High | Relatable insights, contrarian takes, save-worthy content | | **Replies** | Very High | Questions, open loops, controversial hooks | | **Reposts** | Very High | Frameworks, data, templates, quotable insights | | **Quotes** | High | Hot takes people want to add to | | **Shares** | High | Actionable value, resources, tools | | **Profile Clicks** | High | Credibility signals, mysterious bio hooks | | **Video Views** | Medium | Hook in first 3s, text overlay, no slow intros | | **Photo Expansions** | Medium | Intriguing cropped previews, charts, screenshots | | **Dwell Time** | Very High | Long-form hooks, formatting, open loops | | **Follows** | Very High | Consistent niche value, credibility proof | ### Negative Signa