Ranking matters less for AI shopping agents than humans; across 7,000 sessions, lower-ranked listings see smaller drops in inspection, and middle positions actually fare worst, with higher reasoning effort easing that penalty.

#AIagents #RankBias #LLMs #Search
https://arxiv.org/abs/2608.22697