What Exactly Is a Digital Marketing Agency?

The term "digital marketing agency" gets applied to everything from 200-person firms to solo freelancers running ads from their apartment. So what does a digital marketing agency actually do, what should you expect to pay, and how do you know if you're working with a good one? Here's the honest answer.