Specialist in complex B2B SaaS and developer-adjacent products. Design that moves metrics.
M1 activation (first retro completed) moved from 1.49% baseline to 4.36% with the carousel variant. Tested over ~1 month with 1,974 participants via PostHog experiment.
Credible interval [+86.62%, +354.57%]. The carousel variant was declared winner — all other variants fell below the significance threshold.
Signup completion rate improved +49.6% with the retro background variant. Tested over ~1 month with 3,500+ participants.
Result crossed the 95% threshold after ~1 month. Larger sample than Iteration 01 — the signup funnel had higher traffic volume than the M1 funnel.