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Most founders don’t fail because they can’t build.
They fail because they build the wrong thing.
I created the AI-Native PM Product Validation Toolkit after working at fast-moving startups where speed mattered more than perfection.
This toolkit helps you decide if an idea is worth building, validate demand early, ask the right questions across users, market, feasibility, and risk, and avoid wasting time on features nobody wants.
Built for founders, PMs, and indie hackers.
AI-Native PM: Product Validation ToolkitValidate product idea before you write a single line of code
Heni Bhungalialeft a comment
Heni here! I built the AI-Native PM Product Validation Toolkit after seeing teams move fast, ship a lot… and still build the wrong things. This is the exact framework I use as a Product Manager at early-stage startups to decide: - Is this idea actually worth building? - What assumptions are risky? - What needs validation before we invest engineering time? It’s designed to be practical and...
AI-Native PM: Product Validation ToolkitValidate product idea before you write a single line of code