Scale Product Manager interview: AI product cases and fit

After a recruiter call, I entered a product-focused process that lasted several weeks. It combined behavioral questions with product-sense work. The work was AI-focused, and the cases asked for broad thinking with room to shape an approach. The live interviews involved several people and tested different aspects of my thinking. Some conversations were about product sense and design, while others…

Shared by a candidate · reported Jul 2026. Interview formats change; use it as a guide, not a script.