MentionsBecoming an AI PM
“it reminds me of like blue apron and all these food food making”
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Blue Apron
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MentionsThinking beyond frameworks
“if you want to look at like a model in real time just look at Blue Apron”
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Strategy4 steps
Assume the Disruptor Is Right
During an existential threat, assume the disruptor is playing an optimal game and respond with overreaction
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Strategy4 steps
Break Into AI PM With a Prototype Portfolio
Build a foundation, then ship prototypes that pre-answer the hiring manager's core questions.
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Entrepreneurship4 steps
Consumer Subscription Viability Test
Freemium-plus-paid-acquisition consumer subscriptions fail without ~60-70%+ retention or a network effect
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Innovation3 steps
Don't Default to the Chatbot: Choosing the Right AI Interface
Reject the intuitive AI copy; ask what problem your business actually needs solved.
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Innovation3 steps
Finding High-Leverage AI Ideas
Give AI work a metric, run hackathons, and study what makes AI products feel magical.
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Leadership4 steps
Founder Intuition vs Team Expertise Handoff
Delegate to hires only once they consistently make better calls than you would — and signal in both directions
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Entrepreneurship4 steps
SaaS-Marketplace Transition Test
A SaaS business can add a marketplace only if it touches its customer's customer and those customers need multiple suppliers
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Leadership4 steps
Scenario-Based PM Interviewing
Interview PMs by making them do the real job under real constraints, not recite prepared stories
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Productivity3 steps
Ship-to-Learn Research Allocation
Reserve scarce user research for high-uncertainty, high-leverage problems; ship to learn everywhere else
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Innovation3 steps
The IKEA Effect for AI Products: Leave Knobs and Levers
Don't automate everything away — give users enough control to feel ownership.
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Strategy3 steps
The Three Flavors of AI Product Management
Map any AI PM role into one of three types to target the right skills and job.
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Strategy4 steps
The Three Network Effects (and Why Social Products Must Evolve)
Classify defensibility as direct, cross-side, or data network effects — and know social products must add the latter two
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Self-Mastery3 steps
Waiting vs. Wandering: The IC PM Operating Model
Bring energy, wander into the unknown while others wait, and amplify signal with AI.
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