Amazon Choice Badge

I am just curious if this is even possible without manipulation. A competitor had Amazon Choice. They ran out of inventory for 4 days. As soon as they restocked, they received Amazon Choice badge and they were way at the bottom in search results. Now, they were back were they were without spending a single penny on PPC. Is that normal or is there some sort of manipulation?