"Apple offered a better deal." As was extensively documented at the time, unless you include anti-competitive factors, Apple did not offer the better deal. Amazon paid more money per eBook (and sold the eBooks downstream for less money) before the agency model than after it.

The incentive that Apple offered was helping publishers control downstream prices, which is exactly the price-fixing this case is about.