Structured curriculum
Every exercise belongs to one of 7 Product skill areas, and 21 tracks take each area from beginner to advanced, so practice maps to real product responsibilities instead of isolated prompts.
Product Mastery gives PM candidates spoken mock interviews with an AI interviewer, set up for the role and context they are preparing for, and scores each session against a rubric for product judgment and communication.
Every exercise belongs to one of 7 Product skill areas, and 21 tracks take each area from beginner to advanced, so practice maps to real product responsibilities instead of isolated prompts.
Each answer is scored against criteria written for that exercise or conversation: what you got right, what you missed, and what a stronger answer would add.
A skill profile, spaced-repetition reviews, a development plan with OKRs, and a certificate create a repeatable path from attempt to improvement.
I would gather data, talk to stakeholders, and pick the highest impact project.
I would separate retention risk from growth opportunity, define a decision metric for activation, estimate enterprise revenue confidence, protect reliability work as a trust constraint, and communicate the tradeoff as a reversible roadmap bet.