Agent Visibility Is Model-Dependent
The Brand Visibility for Agentic Commerce framework scores a brand’s data surface — what an agent can resolve, compare, and trust — and the implicit assumption is that the agent is a fixed quantity the data is measured against. The evidence says the agent is a variable too. A…
Context now decides what your AI-enabled stack costs and whether it works. Martech Futurist | July 9, 2026
From Greg Kihlström’s Martech Futurist blog. For two years the marketing conversation treated the model as the prize. Buy access to the best one, wire it into a workflow, wait for the returns. The research surfacing now moves the argument somewhere less comfortable. The model has become the assumed…
Advantage goes to the brands that machines understand best. Martech Futurist | July 7, 2026
More of the buying journey now runs inside AI systems that research products and buy on the customer’s behalf. Advantage is moving to whether those machines can read your brand accurately and trust it enough to recommend it.
Identity Legibility Assumes the Agent Can Reach You
Writing in Harvard Business Review, Gaarlandt and colleagues contend that agents shift the balance of power toward brands and away from retailers, because an agent will canvass options a person never would, and they urge brands to pursue what they call AI agent optimization (Gaarlandt et al., 2025). The…
“AI” is table stakes. Trust, identity, and orchestration are the moat. Martech Futurist | July 3, 2026
Most of the AI work inside marketing organizations right now generates activity that never reaches the bottom line. Two releases dated July 1, plus two deeper pieces from the past two weeks, explain why, and where leaders are pulling ahead.
AI is the intermediary your customer talks to first. Martech Futurist | July 2, 2026
Recent research keeps circling the same shift, and it’s a big one. AI has stopped being another tool you bolt onto the martech stack. It’s becoming the layer that sits between your brand and your customer. It’s the intermediary that decides what a buyer sees before they ever reach…
With AI as baseline capability, your operating model decides how much value is generated. Martech Futurist | June 30, 2026
The latest research converges on measurment of the distance between the AI transformation CMOs describe and the operating model they have actually rebuilt. BCG’s survey of 300 global CMOs captures it directly. 96 percent say AI is driving an end-to-end transformation of their function, while 8 percent run campaigns…
MarTech: 3 direct mail lessons for evaluating agentic commerce
This article was written by Greg Kihlström for MarTech. Unfashionable as it may be to say, direct mail will outlast most of the agentic commerce startups pitching you today. That’s a strange thing to say in a year when AI agents influenced 20% of all Cyber Week orders in…
CMSWire: Why Databricks CustomerLake Just Rewired the CDP Space
This article was written by Greg Kihlström for CMSWire. The marketing technology industry names a shift after the part of it that has the best demos and makes the best headlines. We called the last decade “composable” after an architecture, and we are now calling this one “agentic” after…
The Merchant Side of Trust in Agentic Commerce
The Brand Visibility for Agentic Commerce framework has, until now, treated trust as something a brand emits — the structured reviews, certifications, and authority links an agent can weight when it decides whether a product is credible. That’s one direction. The developments of late 2025 and 2026 have opened…
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