
Start with a single North Star metric, like revenue per minute or conversion rate during the first product demo. Map supportive metrics to stages: hook, interest, consideration, decision. When numbers dip, analyze chat transcripts and timestamps. Use data to diagnose stories, not punish personalities or chase vanity spikes.

Change titles, thumbnails, opening lines, or offer structures one at a time. Label experiments clearly, run them across multiple days, and document environmental factors like holidays or competitor events. Clarity reveals causation, empowering you to roll forward wins, sunset underperformers, and teach your team a shared language of improvement.

Repurpose highlights into short clips, tag products cleanly, and email non-buyers with the exact demo they watched. Offer bundle recaps for latecomers and invite feedback on pain points you missed. Thoughtful follow-up deepens relationships, driving second purchases that often exceed the revenue from the initial live appearance.