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Manufacturers often pay stores for space on the end cap. http://www.cockeyed.com/citizen/retail/raleys.php

As far as I know, "Amazon's choice" is not an advertisement/suppliers can't bid to be Amazon's choice.

Not directly, but if it's based on things like purchase volume and reviews, it can certainly be gamed by paid actors.

Shelf-placement generally, via planograms.