Engagement signals
Engagement signals surface people who replied to, quoted, or liked competitor posts in your category.
A reply to a competitor launch thread is stronger than a like — prioritize reply-based signals in your agent config.
Set minimum engagement thresholds so you only see posts with real conversation, not single-like noise.