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.

The 15 Engagement Signals

X's algorithm predicts these signals per-user:

Positive Signals (Maximize)