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The Comparison Layer Is Becoming an AI Decision Layer

The Comparison Layer Is Becoming an AI Decision Layer

Comparison sites were built to sit between shoppers and merchants. Assistants are becoming the layer between shoppers and the market. Whether shopping comparison sites are dead is the wrong question. The function they performed, normalizing merchant data into a consumer decision, is moving inside the assistant. Some comparison businesses will
Editorial Board 21 Sep 2026
The Machine That Chooses

The Machine That Chooses

Editorial Board 18 Sep 2026
An Open Letter to Mike Doustdar: The AI Entity-Resolution Cost of a Name Change

An Open Letter to Mike Doustdar: The AI Entity-Resolution Cost of a Name Change

Editorial Board 17 Sep 2026
The AI Reckoning Is Not Sector Specific

The AI Reckoning Is Not Sector Specific

Editorial Board 16 Sep 2026
Visibility Is Not a Strategy

Visibility Is Not a Strategy

Editorial Board 15 Sep 2026
The AI Revenue Measurement Gap

The AI Revenue Measurement Gap

Editorial Board 14 Sep 2026
The Attribute Collision Gap: Why Known Isn't Chosen

The Attribute Collision Gap: Why Known Isn't Chosen

Editorial Board 13 Sep 2026
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Edited by the team behind AIVO, Inc.