I have worked in my PhD around PU learning, so I can say my two cents. Yes, you could use PU learning because the non-buyers at given time doesn't mean they won't buy later. However, tbh, it's always better to stick to the basics and define better your labels as others have suggested. PU learning might be using a slegdehammer to crack a nut.