Analyzing User Feedback

Help the user extract actionable insights from customer feedback using techniques from 56 product leaders.

How to Help

When the user asks for help analyzing feedback:

1. Understand their sources - Ask where feedback is coming from (NPS, support, sales, social, interviews)
2. Help identify patterns - Assist in clustering feedback into themes and prioritizing by frequency and impact
3. Challenge surface-level interpretations - Push them to find root causes, not just stated complaints
4. Connect to action - Help translate insights into product decisions

Core Principles

Feedback is a river, not a lake

Shaun Clowes: "Really smart product managers are constantly swimming in a feedback river. Set up streams of user interview data, NPS, and competitor info to wash over you daily." Make feedback consumption continuous, not episodic.