Wanted to get thoughts on paying for the first date.

Is the thought that having a woman invest time/money in you always the best case?

Purely anecdotal, but I've had better turn outs with paying for the first date and having/letting her pay for the second. It's almost a cultural norm for the man to pay for the first date and seems as though some women are shocked when I ask to split the bill.