Run a CRO Program, Not a Random Test Generator
How to build a repeatable research → hypothesis → experiment cycle that compounds learning.
6 min read
Research is the product
The best experiments come from patterns: repeated drop-offs, confusing value props, missing proof, and mobile UX friction. Quantitative funnels tell you where; qualitative insights tell you why.
If you skip research, you end up testing buttons. If you invest in research, you test narratives, offers, and decision-critical UX.
Governance beats novelty
A backlog prioritized with a transparent scoring model prevents politics from picking tests. It also helps engineering trust the roadmap.
Document results—even failures. Failed tests save money if they stop the organization from repeating the same mistake.
Velocity only matters with quality
Broken experiments produce false conclusions. Invest in QA, instrumentation checks, and a definition of “done” that includes monitoring after launch.
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