Product Discovery
Product Discovery scores 78 out of 100 for career safety. Figuring out what to build is harder than building it. AI can help analyze data and generate hypotheses. But sitting with customers, watching them struggle, and connecting those insights to business strategy is deeply human work. Product discovery is messy, ambiguous, and political. That's exactly why it's AI-resistant.
Primary Driver
AI Automation
Decay Pattern
Gradual
12mo Projection
76/100
-2 pts
Safety Trajectory
Gradual decay modelThe AI angle
AI can speed up parts of discovery. It can analyze customer feedback at scale, identify patterns in usage data, and even suggest experiment designs. These are useful capabilities. But discovery is fundamentally about navigating uncertainty with limited information. It's about asking the right questions, not finding the right answers. The best product people sense opportunities that data doesn't show yet. AI follows patterns. Discovery creates them.
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