Why Your A-B Test Needs a Segmentation First episode artwork

EPISODE · Jun 17, 2026 · 10 MIN

Why Your A-B Test Needs a Segmentation First

from Conversion Rate Optimization with Fexingo: A/B Testing, Landing Pages, and CRO Strategy · host Fexingo

Episode 58 of Conversion Rate Optimization with Fexingo: Lucas and Luna unpack why running an A-B test without pre-slicing your audience by segment can hide winning and losing variants. Using a real-world example from a mid-market SaaS company, they walk through how a test that showed 'no winner' actually uncovered a 23 percent lift for mobile users and a 9 percent drop for desktop users — completely cancelling each other out. They discuss Simpson's Paradox, the importance of logging device type and referrer source before the test starts, and why post-hoc segmentation is a recipe for false conclusions. A practical, data-focused conversation for anyone running experiments. #ABTesting #CRO #ConversionRateOptimization #Segmentation #SimpsonsParadox #MarketingAnalytics #DataDriven #ExperimentDesign #SaaS #UserBehavior #MobileVsDesktop #Statistics #FalseNegative #HypothesisTesting #BusinessPodcast #FexingoBusiness #ConversionRate #DataScience Keep every episode free: buymeacoffee.com/fexingo

Episode 58 of Conversion Rate Optimization with Fexingo: Lucas and Luna unpack why running an A-B test without pre-slicing your audience by segment can hide winning and losing variants. Using a real-world example from a mid-market SaaS company, they walk through how a test that showed 'no winner' actually uncovered a 23 percent lift for mobile users and a 9 percent drop for desktop users — completely cancelling each other out. They discuss Simpson's Paradox, the importance of logging device type and referrer source before the test starts, and why post-hoc segmentation is a recipe for false conclusions. A practical, data-focused conversation for anyone running experiments. #ABTesting #CRO #ConversionRateOptimization #Segmentation #SimpsonsParadox #MarketingAnalytics #DataDriven #ExperimentDesign #SaaS #UserBehavior #MobileVsDesktop #Statistics #FalseNegative #HypothesisTesting #BusinessPodcast #FexingoBusiness #ConversionRate #DataScience Keep every episode free: buymeacoffee.com/fexingo

NOW PLAYING

Why Your A-B Test Needs a Segmentation First

0:00 10:35

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Frequently Asked Questions

How long is this episode of Conversion Rate Optimization with Fexingo: A/B Testing, Landing Pages, and CRO Strategy?

This episode is 10 minutes long.

When was this Conversion Rate Optimization with Fexingo: A/B Testing, Landing Pages, and CRO Strategy episode published?

This episode was published on June 17, 2026.

What is this episode about?

Episode 58 of Conversion Rate Optimization with Fexingo: Lucas and Luna unpack why running an A-B test without pre-slicing your audience by segment can hide winning and losing variants. Using a real-world example from a mid-market SaaS company, they...

Can I download this Conversion Rate Optimization with Fexingo: A/B Testing, Landing Pages, and CRO Strategy episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!