Is invoice price the real dealer cost?

No. Invoice price is what the dealer pays the manufacturer upfront, but it does not reflect the full picture. After holdback, manufacturer incentives, volume bonuses, and dealer cash programs, the actual cost to the dealer is often hundreds or thousands below invoice. That is why a dealer can sell "at invoice" and still make a profit.