ROI Revolution：2026年AI优先时代下的品牌曝光制胜指南报告（英文版）

AI-generated summaries are shaping purchase decisions before a user ever visits your site. They are the new front door of search, forming first impressions, influencing trust, and determining which brands are considered.  If your team is still optimizing for yesterday’s algorithms, you are already falling behind competitors who are preparing for what’s here today.  At ROI Revolution, we have been experimenting with , previously called SGE (Search Generative Experience), since it became avai