Why are product citations in AI shopping answers so important?

**Product citations** provide a direct, high-trust recommendation to users who are typically at the very bottom of the purchasing funnel. Consumers inherently trust AI summaries to do the heavy lifting of product research, meaning an AI citation often leads to significantly higher click-through and sales conversion rates compared to traditional search ads.