What are some interesting things you’ve done with AB test results

I’ve been coming across some inconclusive results from AB tests to get users to convert to the premium version of our app. What are some ways in which you’ve taken that data and still made it useful? It can be ML, segmentation, unexpected discoveries that ultimately still made a difference, etc. I want to expand my DS approach to such issues.

app data datascience discoveries segmentation test tests