We Spend Money
When a guy actually likes a girl, he's more likely to spend cash on her. I understand many guys will buy random girls a drink or two at the bar, but if he covers you for most of the night, you mean more to him than the interchangeable club girl. If he pays for your dinner when you're both out together, you're pretty much dating. You got him.