In this episode of ThriveCast, Michael Kuhl shares how AppFire shifted from obsessing over revenue and churn to building a growth engine powered by leading indicators. Drawing from AppFire’s scale—managing dozens of products—Michael explains how activation journeys, real-time signals, and cross-functional alignment became the foundation for predictable revenue growth.
Key Insights
Revenue, churn, and conversions are lagging indicators—they explain what happened, not why
Activation is the strongest predictor of trial conversion and long-term retention
Growth starts with visibility, not optimization
A standardized activation journey framework enables scale across multiple products
Instrumentation should answer specific questions, not collect everything
Growth intelligence only matters when it leads to clear actions
Real-time signals are most powerful when shared across Product, Marketing, Sales, and Customer Success
Actionable Takeaways
Define a clear activation journey (signup → setup → aha → habit) before optimizing conversion
Instrument only what helps you understand why users fail to reach value
Treat growth data as actionable intelligence, not dashboards for reporting
Align GTM teams around the same real-time signals, not siloed metrics
Tie signals directly to revenue at risk or revenue opportunity to drive prioritization
Give every team a clear call to action, not just data to interpret
Resources Mentioned
Activation journey mapping frameworks
Growth experimentation playbooks
Real-time behavioral and firmographic signals
Cross-functional dashboards tied to revenue impact
For B2B SaaS founders, growth leaders, and product teams, this episode is a reminder that growth doesn’t come from more dashboards—it comes from understanding when users struggle, acting in real time, and aligning every team around leading signals that actually move revenue.
🎧 Loved the episode?
Subscribe to ThriveCast for more behind-the-scenes stories from the builders shaping the future of SaaS.











