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AI Win-Rateâ„ 

AI Win-Rateâ„ 

In sales, win rate is opportunities won divided by opportunities available. It is one of the few commercial measures that survives contact with a board. In AI-mediated buying, there has been no equivalent, not because the outcome is unimportant, but because there is no logged opportunity pipeline from which
Editorial Board 03 Sep 2026
Reading GEO Vendor Claims: A Buyer's Guide to the Numbers

Reading GEO Vendor Claims: A Buyer's Guide to the Numbers

Editorial Board 03 Sep 2026
The Citizen Can't Tell When It's Paid For

The Citizen Can't Tell When It's Paid For

Editorial Board 01 Sep 2026
Owning the AI Recommendation Before the Hold Period Ends

Owning the AI Recommendation Before the Hold Period Ends

Editorial Board 30 Aug 2026
Two departments, two metrics: the bifurcation in AI brand measurement

Two departments, two metrics: the bifurcation in AI brand measurement

Editorial Board 30 Aug 2026
The Real Question Isn't Whether AI Wrote It

The Real Question Isn't Whether AI Wrote It

Editorial Board 29 Aug 2026
Win-Rateâ„  and the Linkage Gap: Why Being Cited Is Not Being Chosen

Win-Rateâ„  and the Linkage Gap: Why Being Cited Is Not Being Chosen

Editorial Board 28 Aug 2026
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Edited by the team behind AIVO, Inc.