Reply to every commenter within 30 minutes on AI agent posts

Hypothesis

We hypothesize that responding to all commenters within 30 minutes on posts tagged to AI agents and swarm automation will increase reach_rate by at least 25% over the 14-day window, because early reply velocity is inferred by Threads' ranking signals (consistent with Meta's stated engagement-weighting logic) to indicate a high-quality conversation thread worth distributing further.

Reasoning: Reach_rate at 1.67 is the most actionable distribution lever right now; Meta's open-sourced ranking work on Instagram/Threads suggests early comment velocity influences feed amplification (this is an inference for Threads specifically — treat as hypothesis, not fact), and your conversational posting style means replies are already happening, just potentially too slowly to catch the distribution window.

Predicate

{
  "behavior": "reply_to_own_commenters",
  "target_response_minutes": 30
}

Timeline