This is easy. Just use wheel cleaner, let it sit for 30 seconds, and then rinse off. If it's stubborn dirt in your wheel wells then agitate with a wheel brush after spraying with the wheel cleaner.
Auto Geek sells wheel well brushes on their site; one of them is from Mothers.