Well, Whats The Catch?

I am highly interested in starting a dropshipping business, however, does just seems too good to be true, I am mainly worried about how much I would need to spend advertising to even have minimal traffic, can somebody give me an idea of how much I would have to spend on advertising, as well as any catches people often overlook?