Direction is right, but more rigorous is A/B testing to learn what people actually prefer.

Stated preference is very often different from demonstrated preference.

A/B testing does not inherently lead you to good design. If you A/B test what people want based on their revealed user preference, you get gambling apps and doomscrolling.