What strategies exist to combine AB testing and learning in order to trade off the value of current responses with the value from longer term !earnings about consumer behavior? /2022

Which matters most and when?  

• What strategies exist to combine AB testing and learning in order to trade off the value of current responses with the value from longer term !earnings about consumer behavior?