Need help!

I just changed the rims on my 2012 Lancer AWC SE and the rubber touches the fender on turns when the back is weighted.

Shops suggested I stiffen the suspension.

I'm looking for a spring set that would not significantly change the ride of the car, but will be stiff enough so that the car doesnt sink down when I have a full load of passengers.

Any suggestions??