Articles exploring ROI through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.
3 articles
Statistical significance and business impact are different things. Learn to translate A/B test results into the financial language that drives decisions.
16 homepage A/B tests exposed a 69% inconclusive rate — worse than any other page type. Data shows downstream pages win at 2x the rate.
AI does not just make experimentation faster. It compounds across three ROI levers: more tests per quarter, better hypotheses with higher win rates, and deeper analysis that extracts more value from every result. The economics of optimization speed favor AI-augmented programs decisively.