Insights

Insights

Short, direct notes on how to tell a real opportunity from a plausible one.

Why most idea validation produces false positives

Because it measures agreement rather than payment. People readily confirm that a problem exists; far fewer will pay to remove it.

The fix is structural: replace the question "would you use this?" with a priced offer and see whether money moves.

How to judge evidence quality

Count independent domains, not links. Prefer a published price over a claimed one, a described workflow over a stated preference, and a paid substitute over a stated intention.

Why proven spend matters more than market size

Market size estimates are modelled; existing spend is observed. A small category where money already moves is a better starting point than a large category where it does not.

What competitor pricing pages actually tell you

They reveal the packaging and the anchor, not the realised price. Treat list pricing as evidence that a budget line exists, not as evidence of what buyers pay.

When to stop

When the pass bar you set before the experiment was not met. Extending the window after the fact converts a validation test into a rationalisation.

Go deeper

Validation methodology

Research, verification, scoring, critique, commercial test and human approval — with limitations stated.

Read the methodology

Venture validation

How to test demand and willingness to pay before committing engineering effort.

Venture validation

Market intelligence

Pricing research, complaint signals and manual-work signals as evidence.

Market intelligence

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