Audit User Analytics and Growth Telemetry
The founder extracts and synthesises quantitative data from product analytics platforms, session recordings, and conversion funnels alongside qualitative feedback. They gather precise baselines for sign-up volume, activation rates, feature engagement, retention cohorts, and conversion percentages. This ensures all subsequent product changes are anchored in actual user behaviour rather than founder intuition.
Gathering these inputs establishes an empirical baseline for current product performance across all funnel stages. It underpins the entire PLG intervention with rigorous evidence, ensuring that conversion loop refinements address real operational bottlenecks.
A structured data audit report consolidating cohort retention tables, activation funnel drop-off statistics, and user feedback logs. The founder must highlight data gaps, telemetry confidence levels, and sample size limitations.
Five questions an expert would ask when reviewing your output
Use these to challenge assumptions, pressure-test your logic, and check the quality of this action's output in the context of the parent task and wider venture development.
- 1
How confident are you in the tracking accuracy of your current event telemetry across the entire user onboarding path?
- 2
What do cohort analysis tables reveal about user retention beyond the first 30 days after initial sign-up?
- 3
What qualitative feedback explains the quantitative drop-offs observed in your conversion funnel data?
- 4
How have you controlled for sample bias when reviewing the behaviour of your most active early adopters?
- 5
Which metrics currently lack adequate tracking infrastructure, and how will you validate assumptions in those dark spots?