I used Google Maps street view and every customer at the pumps was exactly what you guessed.
I lived in Columbus for four years. Warm Springs and St. Mary’s were two exits you wanted to avoid. I had business on Victory Drive, otherwise I would have avoided that, too.
Veterans Pkwy, Moon Road and Double Churches were OK. Also, a lot of good black folks in Columbus, including some of my co-workers and my boss.