funnel-audit

Audit an existing funnel's stage-to-stage conversion data to find where prospects drop off and why — benchmarked against industry averages, with the top 3 bottlenecks ranked by revenue impact, root causes, improvement scenarios, and a prioritized action plan. Triggers on "/digital-marketing-pro:funnel-audit", "why is our funnel leaking", "find our biggest drop-off point", "audit conversion by stage", "our demo-to-close rate collapsed". Sizes the validating experiment with sample-size-calculator.py and confirms lifts with significance-tester.py; reads the brand profile and pairs with /digital-marketing-pro:funnel-architect for redesign.