Algorithm Playbook

Navigate decay, boosts, and penalties like an engineer.

Learn how recency decay, media boosts, controversy scoring, AI/bot penalties, and momentum triggers shape distribution, then design your posting system around them.

PLATFORM GROWTH GUIDE

Growing on X isn’t luck, it’s understanding behavior signals. These insights are based on deep analysis of publicly available algorithm documentation. When applied consistently, they can significantly improve your reach.

🔎 Research-Based Insight: These strategies are inspired by public documentation and behavioral ranking patterns. Apply them consistently to see steady, compounding growth over time.