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What Counts as an AI Recommendation

What Counts as an AI Recommendation

A word everyone uses and few define Almost every AI visibility dashboard now claims to measure recommendation. Few publish what qualifies as one. Where a method is disclosed, the figure labelled recommendation is often a count of how often a brand appears in AI answers, which is a useful number
Editorial Board 26 Oct 2026
After the Dashboard: Where AI Visibility Goes Next

After the Dashboard: Where AI Visibility Goes Next

Editorial Board 25 Oct 2026
Who Owns the Receipt?: Personal Agents and the Attribution of AI Revenue

Who Owns the Receipt?: Personal Agents and the Attribution of AI Revenue

Editorial Board 24 Oct 2026
The Shopper Is No Longer Human. Who Is Keeping Score?

The Shopper Is No Longer Human. Who Is Keeping Score?

Editorial Board 23 Oct 2026
The Buy Button Belongs to the CEO

The Buy Button Belongs to the CEO

Editorial Board 23 Oct 2026
The Gate Before KYA

The Gate Before KYA

Editorial Board 22 Oct 2026
The Agent Was Willing but the Retailer Said No

The Agent Was Willing but the Retailer Said No

Editorial Board 22 Oct 2026
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Edited by the team behind AIVO, Inc.