I'm getting increasingly skeptical about these conversion rates. Where's the science behind this? What is the quality of these tests? Where's the follow up to c

I'm getting increasingly skeptical about these conversion rates. Where's the science behind this? What is the quality of these tests? Where's the follow up to check if this resulted in increase in actual sales?