Top 20 AI PM Interview Questions 2026
Crack AI PM Interviews
Many PMs are struggling to pass PM interviews as AI PM questions are rising rapidly.
Questions are coming regarding AI Product Sense, AI Metrics, and the Reliability of AI Products (Evals), AI Pricing, AI Strategy, and AI/ML Algorithms and usecases
[AI Product Sense] [FREE]— Design a Gen AI Assistant for an E-commerce Platform — Click for Detailed Solution [Google]
[AI Product Sense] Design a Reliability framework for the Gen AI Assistant —Click for Detailed Solution [Google]
[AI Product Sense] Write Deterministic and Probabilistic Evals for an AI Assistant? — Click for Detailed Solution [OpenAI]
[AI Metrics] How would you measure the success of an Agentic Workflow like a flight booking agent? — Click for Detailed Solution [Booking.com]
[AI Strategy ] How would you ensure AI Safety in a B2C Gen AI Product — Click for Detailed Solution [Anthropic, OpenAI]
[AI Pricing Strategy] How would you price the GenAI Product or something like Gemini? — Click for Detailed Solution [Google]
[AI Product Sense] Design a Personalised Feed for Instagram/X/YouTube — — Click for Detailed Solution
[AI Strategy] Who is going to win the AI Video Race? — Click for Detailed Solution [Google]
[AI Metrics] ChatGPT’s regeneration rate is high. How would you go about solving this? — Click for Detailed Solution [OpenAI]
[AI Metrics] How would you measure the success of GPT 5.0? — Click for Detailed Solution [OpenAI]
[AI Product Sense] How would you improve the Discovery of Netflix using GenAI? — Click for Detailed Solution [Netflix]
[AI Product Sense] How would you improve the search on Amazon using GenAI? — Click for Detailed Solution
[AI Metrics] How would you measure the success of Rufus? — Click for Detailed Solution [Amazon]
[AI Metrics] How would you measure the success of a Flight Booking Agent? — Click for Detailed Solution
[AI Strategy] Imagine you are SAM Altman and you realised that Google has just launched a Model and made it free, which is better than our paid GPT model. How would you react? — Click for Detailed Solution [OpenAI]
[AI Strategy] Why is Perplexity trying to own the gateway to the internet? — Click for Detailed Solution [Perplexity]
[AI Strategy] How is LLM changing the Search Landscape? — Click for Detailed Solution [Nvidia]
[AI Strategy] Why Google / Microsoft are putting a strategic bet on Quantum Computing? — Click for Detailed Solution [Nvidia]
[AI Strategy] What is Apple AI Play? Are they running late? — Click for Detailed Solution [OpenAI]
[AI Strategy] What should Figma’s AI Strategy? — Click for Detailed Solution [Figma]
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About Author
Shailesh Sharma! I help PMs and business leaders excel in Product, Strategy, and AI using First Principles Thinking. For more, check out my AI Product Management Course, PM Interview Mastery Course, Cracking Strategy, and other Resources