Speed run yourproduct discovery

Validated product decisions that feed directly into your AI development workflow.

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Why Great Teams Ship Losers

It's easy to make something people don't use

80% of Features Fail

Most software features are rarely or never used. The root cause? Teams can only validate a fraction of their ideas before making build decisions.

ChatGPT Isn't a Customer

Simulating customer interviews with an LLM feels productive, but it's confirmation bias at machine speed. Real discovery doesn't have to be slow anymore.

Right Problem, Wrong Solution

The devil is in the details. Subtle assumptions about usability or value become big problems after you ship. Experience shows the first idea is rarely the best one.

How It Works

From customer research to AI-ready specs in four steps

1. Strategy

Model your competitive landscape, value proposition, and customer segments.

2. Customer Insights

Generate interview snapshots with opportunities automatically extracted.

3. Solution Validation

Turn ideas into story maps with assumptions surfaced. Know what to test before you build.

4. Delivery

Export validated specs as structured JSON your AI coding agent can use immediately.

Start validating

You can build anything now. Make it worth using.