When purchasing an African Violet plant at the store, it is best to start off with a nice healthy plant! Look for a plant with firm, healthy leaves and lots of buds.
Repot African violets as soon as you bring them home from the garden center or grocery store. The plastic nursery pots they are sold in are not optimum for long term use.