Singapore makes a really good point here, so many drop shippers are actually drop shipping the products from other drop shippers to your customers, and of course making a cut which is already eating into your already tight drop shipping margin.
As with any stock, make sure you are buying from the main source, or everyone else is benefiting from your advertising dollars, except you.