Product Feature Adoption Analysis

Track and analyze product feature adoption, engagement, and retention metrics to inform product strategy and prioritization decisions. Focus on identifying successful features, areas needing improvement, and opportunities for growth.

Report Objective

Monitor quarterly feature adoption trends, user engagement patterns, and retention rates across key product features to guide product development priorities and identify areas for user experience improvement.

Feature Adoption Trends

Analysis of feature adoption rates and active user growth over time

Questions to Consider:

2024-10-01 2024-11-01 2024-12-01 week_date 50% 55% 60% sum(adoption_rate) vs. feature_name How is Feature Adoption Trending Over Time? Team Collaboration and Analytics Dashboard lead adoption with >75% rates

  • Which features show the strongest adoption growth?

  • Are there any features showing adoption decline?

  • How do adoption patterns vary across different user segments?

  • Which features have the highest active user base?

  • How does user count correlate with feature maturity?

  • Are there any unexpected patterns in feature usage?

 Team Collaboration Analytics Dashboard Document Sharing Workflow Automation API Integration feature_name 0 50,000 100,000 150,000 sum(active_users) How Many Active Users per Feature? Team Collaboration leads with 15,000 active users this quarter

User Engagement Analysis

Deep dive into user engagement metrics and session patterns

Questions to Consider:

Team Collaboration Analytics Dashboard Document Sharing Workflow Automation API Integration feature_name 0 100 200 300 400 500 sum(avg_session_duration) How Does User Engagement Vary Across Features? Analytics Dashboard shows highest engagement with 45 min average session time

  • Which features maintain the longest user engagement?

  • How does engagement correlate with feature complexity?

  • What patterns emerge in feature usage frequency?

  • Which features demonstrate the strongest user retention?

  • Are there features showing concerning retention drops?

  • How does retention compare between new and established features?

 Team Collaboration Analytics Dashboard Document Sharing Workflow Automation API Integration feature_name 0% 500% 1000% 1500% sum(retention_rate) What is the Current Feature Retention Status? Core features maintain >85% retention while newer features show lower rates

Strategic Recommendations

Based on adoption and engagement patterns, consider: