Elevator pitch

Identify funnel bottlenecks and cohort trends instantly with Mixpanel analytics automation.

Industry

Product Analytics & Growth

Problem

• Funnel drop-off analysis requires manual Mixpanel dashboard navigation.
• Cohort size tracking across segments is time-consuming and error-prone.

Solution

• Auto-fetch funnel metrics and flag critical drop-off stages.
• Generate cohort snapshots with size trends and segment breakdowns.

Tools

• mixpanel-funnel-analyzer: Retrieves funnel steps, conversion rates, drop-off points (returns JSON metrics)
• mixpanel-cohort-fetcher: Queries cohort sizes by segment and date range (returns time-series data)
• anomaly-detector: Compares current funnel performance against historical baseline (returns variance alerts)
• segment-filter: Filters cohorts by user properties, geography, or behavior (returns filtered dataset)

Widgets

• /funnel-dashboard: Real-time funnel visualization with drop-off heatmap and stage metrics
• /cohort-tracker: Cohort size trends, segment breakdown, and growth rate comparison

Conversation starters

• "Show me the top 3 funnel drop-off stages this week and why they might be happening."
• "Which user cohorts are growing fastest, and what properties do they share?"