Why I Built This? This conversation between Aakash Gupta and Jaclyn Konzelmann (Google's Director of AI Product, on his podcast truly inspired me. Jaclyn's AI PM evaluation framework was so clear and rigorous that I immediately thought: "I need to measure myself against this". So I built something specific: aipmframework.com a free self-assessment tool based on Jaclyn and Aakash discussion. "In disaster relief, you don't map safe routes and hide them. You share them." I started outlining her criteria as a self-assessment. But then I realized: this shouldn't be a private checklist. So this became a framework with a specific purpose: give everyone, especially people from non-traditional backgrounds, an actionable guide on what to build, where to focus, and how to position themselves for AI PM roles. If you have edits or ideas on how to improve please submit them on GitHub. The process takes about 10 minutes, has you practice cloning a repo, using LLM APIs and gives you a detailed breakdown of where you stand across core AI PM competencies. Built it primarily for myself, but figured other PMs might find it useful. No signup required, completely free and open source. What skills do you think I'm missing from the framework? Would love feedback from this community (and a few stars in Github too). I still can't believe I did this over a weekend, AI is amazing.

2025 AI PM Evaluation Framework

A rigorous, free framework for evaluating AI PM candidates

A rigorous, free framework for evaluating AI PM candidates