If a guy took me to Walmart on a first date, I would be relieved that he didn't call. But that's just me.
If I wanted to see him again, I wouldn't look up his parents' number. I would email him, tell him that I had a great time, and that I looked forward to doing it again. If you do that and get no response, forget him.