Over recent years most of us in b2b marketing have needed to buy data from external sources of one kind or another. I suppose it depends on your expectations, but generally I’ve been disappointed with the results. Nobody seems to have the exact data with the right job functions that I want. So the first compromise is made because I rarely have the budget to buy multiple lists and combine them and the list I end up buying is the best I can find.