I have bought on pictures before, but would rather see in person. I do, however, take lots of high resolution digital pictures of the vehicle so I can blow them up on my computer to study them. I find/notice lots of things that way.
It sure helps to "know" what you are looking at, what to look for, and where to look for common bad spots. It also helps to have some books along to decode numbers, models, etc.
