AI PM Interview Mastery

4.4 (92)

Lewis Lin

Product & AI Exec | CIRCLES Method™

Dr. Marily Nika

AI Product Leader | Best Selling Author

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12 people enrolled last week.

AI PM interviews: CIRCLES and AI Product Sense

AI PM interviews aren't classic product sense with 'AI' bolted on.
Hiring teams want to know whether you can reason through ambiguous problems where models fail, data is messy, trust is fragile, and sometimes AI isn't the answer.

Most interview prep teaches frameworks. That's not enough. You need:

A clear AI PM narrative that shows you've actually built (or led) AI products.
Real judgment on evals, metrics, data quality, and launch readiness—in plain PM language.
Examples that demonstrate how you think about tradeoffs, failure modes, and risk.
Live practice under realistic interview pressure, not just theory.

AI PM Interview Mastery builds that full loop in 1 day. Co-taught by Lewis Lin (PM interview expert) and Marily (AI product builder), this course turns your experience into a stronger candidate signal and teaches you how to perform when it counts.

🚨🚨🚨🚨 Become a fellow (unlimited access to all courses), this course is also included there.

What you’ll learn

Build your AI PM candidate signal, sharpen real product judgment, and perform under interview pressure — a full system in 3 weeks.

Run the AI PM Candidate Signal Audit to find the gaps in your story
Build a "why you, why AI PM, why this role" positioning statement live in session

Rewrite your resume against your positioning statement with live feedback
Rework your LinkedIn headline, About, and bullets, then peer-review against the audit criteria

Learn CIRCLES, North Star Metrics, and Binary Tradeoffs in Lewis Lin's 3-hour workshop
Practice each framework in breakout groups with pitch-and-debrief rounds
Leave with the Metrics Tree Template and PM Interview Prompt Bank

Learn to reason about hallucinations, data quality, trust, cost, and latency in PM language
Build your AI Metrics & Evals Worksheet and AI Risk Tradeoff Matrix on live cases
Practice deciding when to use AI, when to fake it with rules, and when to skip it

Work live cases with the AI Product Judgment Canvas and AI PM Case Framework
Rotate through case prompts with peer and instructor feedback in every session

Learn directly from Lewis & Marily

Lewis Lin

Contact

Product & AI Executive | $1B Product Leader | Inventor of CIRCLES Method™

Dr. Marily Nika

Contact

AI Product Lead | Best Selling Author | Google, Meta

See all products from Marily

Who this workshop is for

PMs who want to move into AI PM roles but aren't sure how to position their existing experience — or how to prove AI judgment they lack.
PMs already working on AI products who struggle to explain their judgment clearly in interviews: evals, tradeoffs, failures, launches.
Technical PMs, engineers, founders, and operators targeting AI PM roles at MAANG, startups, or AI-native companies for the first time.

What's included

Live sessions

Learn directly from Lewis Lin & Dr. Marily Nika in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

A cohort of peers targeting the same roles

Practice partners for cases and mocks, honest feedback in small groups, and a network of PMs interviewing at MAANG, startups, and AI-native companies at the same time as you.

Certificate of completion

Share your new skills with your employer or on LinkedIn.

Six live cohort sessions

90-minute working sessions across three weeks — positioning, resume and LinkedIn rewrites, evals and data quality, applied case practice, career arc, and live mocks. Small-group format with direct feedback, not lecture-style webinars.

Two 3-hour workshops with Lewis Lin

The author of Decode and Conquer and PM Interview Questions teaches his frameworks live: CIRCLES for product sense, North Star Metrics, Binary Tradeoffs, and a full workshop on AI PM cases and product judgment.

Live mock interviews with real-time feedback

The joint capstone: Marily and Lewis co-facilitate live mock interviews, with cohort-wide debrief on the patterns that separate strong answers from forgettable ones.

Your personal AI PM Interview Agent

Unlimited async mock practice between sessions with an AI interview agent, plus a personalized practice plan so your reps continue long after the cohort ends.

Resume and LinkedIn rewrites, not just reviews

You leave with the artifacts done: a rewritten resume and LinkedIn profile built on your positioning statement and peer-reviewed against the audit criteria.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.