Metrics Trees & Value Exchange
by Itamar Gilad • Product Coach, Speaker, and Author at Evidence Guided (Book/Consulting)
Itamar is a veteran product coach and former Product Manager at Google (Gmail, YouTube, Identity). He is the author of the book 'Evidence-Guided: Creating High-Impact Products in the Face of Uncertainty' and created the GIST framework.
🎙️ Episode Context
Itamar Gilad challenges the traditional "opinion-based" product development model, advocating for an "evidence-guided" approach. Drawing from his experiences with the failure of Google+ and the success of Gmail's tabbed inbox, he introduces practical frameworks like GIST, the Confidence Meter, and Metrics Trees to help teams validate ideas cheaply and align on outcomes.
Problem It Solves
Misalignment caused by conflicting departmental goals and focusing solely on revenue (lagging indicators).
Framework Overview
A model that balances 'Value Delivered' (North Star Metric) with 'Value Captured' (Business KPIs). These top metrics are broken down into a tree of leading indicators (inputs) that teams can directly influence.
🧠 Framework Structure
Value Exchange: Companies must delive...
North Star Metric: Measures core user...
Decomposition: Break metrics down mat...
Assignment: Assign sub-branches of th...
When to Use
When setting OKRs or defining team topology/responsibilities.
Common Mistakes
Confusing the North Star Metric (User Value) with the Top Business Goal (Revenue/Profit).
Real World Example
WhatsApp focused on 'messages sent' (value delivered) rather than just ad revenue, which drove their massive growth before monetization.
If in year one we have a billion messages sent, in year two two billion, probably we doubled the amount of value.
— Itamar Gilad