Or do it in a particularly sizable city, yes. If you get 10,000 customers a day, at 5 cp/customer, that's 500 gp/day. In a single year, that's 182,500 gp....
...if you can get 10,000 customers a day doing this.
The real money, however, comes in when you start hiring people to make trade...