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Agentic Brand Control℠ is a brand's ability to survive an AI system's multi-turn reasoning process and remain the recommended choice at the point of final decision, not merely to be mentioned somewhere along the way. Most brand-AI measurement today stops at citation or visibility:

A Forbes Technology Council piece this month made a sharp observation about AI in procurement: the technology doesn't repair broken operations, it reveals them. Deploy AI across fragmented supplier data, siloed ERP systems, and inconsistent workflows, and the cracks don't disappear. They surface faster. Replace "

“Christmas in July: How Retailers Win the AI Shelf” is careful, well-sourced work. Read closely, its own numbers argue against its own headline Profound published a report this month, “Christmas in July: How Retailers Win the AI Shelf,” on how retailers win what it calls the AI shelf. It

Consumer AI shopping still has a human in the loop. B2B procurement may already be past that point, and that changes what a displacement failure actually costs Nearly everything published about AI displacement, including our own research, has measured a world where a human still clicks confirm. That world is

brand.context v2.0 is live. Here is why it was revised, and what's actually changed in the market since April We published brand.context in April, a machine-readable standard for brands to declare purchase-decision evidence to AI systems. We're publishing version 2.0

The market is done with diagnostics. It wants the gap closed, and closing it requires knowing exactly what kind of gap it is The head of GEO at one of the world's largest beauty companies said it to us directly. His management is done with diagnostics. Another dashboard,

Introducing the Agentic Shelf, and why twenty-five years of “get found” strategy no longer determines who gets chosen Tim de Rosen and Paul Sheals ·  July 2026 For twenty-five years, digital marketing rested on one assumption nobody said out loud: the customer was the one who decided. Every technology