Bigger markets = more demand = more eyeballs for the brands who will be paying these licensing fees = more money for the athlete.
It's why NBA players want to play in New York, LA, San Fran, and Chicago instead of New Orleans, Oklahoma City, etc. The BIG SCHOOLS are mostly in podunk towns...