My previous company spent tens of millions on Amazon ads. There was definitely a shift in the past couple years to where it became a necessity. Those in charge just shrugged it off and said it was all part of the game.
It incentivized better utilizing data to make smarter choices, and even looking into packaging efficiencies to reduce the volume of the package (and incur less storage and fulfillment costs)