People like winners. Teams that win more make the highlight reels more, get watched on TV more, and their QBs and Wide Receivers end up with super high ownership percentages in GPPs. You won't win any tournaments by picking the same players that everyone else went after.
As a contrarian play, you'll find some low-owned sleepers by looking at teams that have an OK win record, but produce Fantasy Points in-line with the best.