AI's Impact Is Outrunning Measurement: The Trust And Attribution Gap Facing Brands

AI's impact on search and consumer behavior is growing faster than brands can measure it. Research highlighted in the article shows that 91% of AI citations appear on only one platform, making single-platform AI visibility tracking unreliable. The key takeaway is that brands need broader measurement frameworks focused on mentions, trust, attribution, and real business outcomes rather than traditional rankings alone.