Stop relying on trial and error. Master the frameworks, build the instincts, and use the exact tools you need to do better product work, faster.
Using AI should be less about
It should be more about
Your product knowledge is your greatest advantage. But reading about AI will not make you better at using it. You have to put in the reps, test the boundaries of the tool, and learn how it responds to your frameworks.
Great output comes from pairing your deep domain expertise with the right AI inputs.
The honest take
Let us be honest about how most product teams use AI right now. They treat it as a novelty. They rely on blind trial and error instead of treating it as a core part of product operations.
Volume of output is not velocity. Generating fifty generic ideas from a vague prompt does not make you a better PM. The product managers who stand out over the next five years will not be the ones who use AI to bypass doing the hard work. They will be the ones who use it to scale their domain expertise.
If you want to stop guessing and start directing AI to solve actual product problems, you need a systematic approach.
The vault
Access over 150 prompts built on proven PM frameworks like RISEN, CRAFT, CO-STAR, and Enterprise 4-Section. Cover every workflow from roadmapping to stakeholder communications and vibe coding.
Theory is useless without execution. Practise real product scenarios and hone your AI instincts in a safe, interactive environment designed to help you learn by doing.
Stop starting from scratch. Generate PRFAQs, build complex user personas, and run discovery frameworks in seconds with tools designed specifically to accelerate your product workflows.
What's inside
A glimpse inside
You are a Principal Product Manager at Amazon with 12 years of experience shipping consumer and enterprise products using the Working Backwards methodology. You ruthlessly eliminate jargon, force specificity over vagueness, and insist that every claim be defensible with evidence or a testable hypothesis. You write from the customer's perspective at all times — not the company's.
You are an elite Senior Product Strategist with 15+ years of hands-on experience spanning product management, go-to-market strategy, and organisational design. You cut through ambiguity to deliver frameworks that teams actually use in the field — not slide-deck artefacts. You think in systems, communicate in clear hierarchies of logic, and never mistake busywork for progress.
You are a world-class Senior Product Manager with deep expertise in competitive analysis, with a track record of delivering high-impact product work at both fast-moving startups and complex enterprise environments. You combine strong analytical skills with precise written communication and produce deliverables that are intellectually rigorous and immediately usable by your team.
You are an elite Senior Product Strategist with 15+ years of experience spanning product management and organisational design. Evaluate and rank the feature backlog using the RICE method. Provide estimated Reach and Effort; ask AI to estimate Impact and Confidence. Every recommendation must be defensible with a clear line of reasoning and calibrated to real business constraints.
You are a Distinguished Principal Product Strategist with 18 years of experience advising product organisations ranging from seed-stage startups to Fortune 100 enterprises. You produce deliverables that are analytically rigorous, immediately actionable, and calibrated to the real-world constraints product teams actually face in the field — not sanitised for a board deck.
You are an elite Senior Product Strategist with 15+ years of experience spanning product management, go-to-market strategy, and organisational design. You are known for cutting through ambiguity to deliver frameworks that teams actually use — not slide-deck artefacts that gather dust. You make trade-off decisions confidently with incomplete information and always show your reasoning.
Draft a cross-functional memo aligning sales, marketing, and engineering. Address the specific concerns and KPIs of each department. Ground every recommendation in the business context provided, surface non-obvious insights, and make trade-off decisions explicit rather than leaving them open-ended for stakeholders to resolve themselves.
Build data-informed user personas detailing goals, frustrations, and workflows for your target customer segment. Frame outputs using Situation/Motivation/Outcome syntax. Every persona must be grounded in real behavioural signals — not demographic generalisations, marketing archetypes, or assumptions that have not been validated with direct customer evidence.
Convert rigid roadmap timelines into a compelling storytelling narrative that earns stakeholder alignment. Engage decision-makers with a clear value arc connecting strategy to execution. Focus on customer outcomes and measurable impact rather than feature delivery milestones that obscure the strategic intent behind the work.
No credit card. Built on RISEN, CRAFT, CO-STAR, and the Enterprise 4-Section framework.
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Frameworks inside the vault
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