Product Planning
Every planning step a product manager runs, from customer research and market sizing to roadmaps and launch tests, and how to do each one with AI.
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How to Estimate Rough COGS for a New Product Concept (With AI)
A rough COGS estimate tells you, before you spend real money, whether a product concept can make a…
AI Survival Lab
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Build, Buy, or Partner? PoC and Joint Development Explained
Build, buy, or partner is how product teams decide where a new technology will come from. Here are…
AI Survival Lab
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TRL and SOP: Is This Technology Ready for Your Launch?
Technology readiness levels in plain words, what has to happen before start of production, why TRL alone is…
AI Survival Lab
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How to Read a Supplier Technology Roadmap as a Product Planner (With AI)
How to read a supplier technology roadmap: TRM vs. PRM, five questions for every roadmap item, how to…
AI Survival Lab
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Value Proposition Canvas With AI: Future Customer Personas That Hold Up
The value proposition canvas in plain words, and how to draft future customer personas with AI without trusting…
AI Survival Lab
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Market Sizing With AI: TAM, SAM, and SOM You Can Defend
TAM, SAM, and SOM in plain words, and how to size a market two ways with AI so…
AI Survival Lab
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3C Analysis With AI: Customer, Competitor, and Company on One Page
How to run a 3C analysis for a product two to three years out: one question per C,…
AI Survival Lab
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Mastering PEST Analysis for Future Business Planning with AI
How to run a PEST analysis for a product two to three years out: let AI draft a…
AI Survival Lab
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Harnessing Lead Users for Future Product Innovation with AI
How to research future customers for a product two to three years out: find lead users who already…
AI Survival Lab
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Current Product Planning for Enhancing Sales Y to Y+1 with AI
How to manage a product that’s already selling: a six-step loop from life cycle stage to launch, a…
AI Survival Lab
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How AI Enhances Long-Term Product Strategy
How to plan products two to three years ahead: a six-step loop from trend scan to three-year roadmap,…
AI Survival Lab
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How to Write Effective Customer Surveys Using AI
Write down your decision first, let AI draft the survey, then check the draft in a new chat…
AI Survival Lab