The discipline of applying critical thinking to marketing efforts — distinguishing genuinely effective activities from busywork through first principles thinking, data scepticism, and evidence-based testing.
## Key arguments - Without validation, you're guessing. Likely wasting resources. Contributing to the noise. - The Bullshit Police asks one question of every metric: does this connect to actual business results? - If you can't draw a clear line from a metric to a business outcome, that metric is noise. ## My take Validation as a discipline of scepticism. Particularly critical of platform self-reporting and vanity metrics. ## Related concepts ## Across the universe - [4quadrantai.com/framework/](https://4quadrantai.com/framework/) — Q3 (Human Validation) is the quality gate — same principle applied to operations --- **Read the full treatment:** [Validation](/validation/)Validation
Concept · System Seed