You can, but it's usually a larger difference. A car that might be negotiated down to $5k or $6k on the private market, will probably be at $9k-$10k on the dealer lot. Plus they'll tack on document fees, and so on. In the end, you might be looking at paying double what you would otherwise for cars in similar shape and mileage.