Brands Start Buying 'Agent Ads' to Influence AI Shopping Bots
US publishers and brands including Time and Wayfair are building ads and data feeds aimed at AI agents, not humans, as agentic shopping begins to reroute buying decisions.
A new kind of ad
Time has partnered with ad-tech firm Mobian on "Agent Ads" — which route AI crawlers to machine-readable pages carrying brand-verified facts, product information and ad-source disclosures. Time maintains an "allow list" of roughly 70 agents and bots permitted to crawl its site, and its COO Mark Howard describes the goal bluntly: "getting those brand facts into that knowledge layer of the AI."
Wayfair is doing the retail equivalent — adding product attributes designed for agents and working with Google on a Universal Commerce Protocol. Related tooling has appeared fast: Adobe launched Brand Visibility in June 2026 and Cloudflare an AEO Visibility Dashboard in August; Time's Agent Ads first went live in early August 2026.
Why the audience is becoming a machine
The premise is jarring but simple: if AI agents increasingly research and transact on a shopper's behalf, then a growing share of "advertising" is aimed at a machine, not a person. Creative craft, emotional resonance and even viewability start to matter less than whether an LLM can find, trust and cite accurate information about your product.
Our read: this is the early formation of a genuine new discipline — call it agent or answer-engine optimisation — that will sit alongside paid-media budgets within a couple of years. The brands treating it as a curiosity today are the ones who will scramble to catch up when agentic commerce scales.
What to do now
First, audit how today's LLMs and AI assistants actually describe your products — the answers are often wrong, outdated or missing, and that is now a commercial problem. Second, start feeding structured, verified data into the "knowledge layer": clean product attributes, canonical facts, machine-readable specs.
Third, treat this as a measurement and governance question, not just SEO. Decide which agents you allow to crawl you, how you disclose ad-sourced information, and how you will track share of AI recommendations over time. The winners will not be the loudest brands — they will be the most legible ones to machines.
Quick FAQ
What are 'Agent Ads'?
Ads and data feeds designed to be read by AI agents and crawlers rather than humans — routing them to verified brand facts and product information, as pioneered by Time with Mobian.
Which companies are doing this?
Time (with Mobian) and Wayfair (with Google's Universal Commerce Protocol), alongside tools from Adobe and Cloudflare launched in mid-2026.
How should brands prepare?
Audit how LLMs describe their products, feed structured verified data into the AI 'knowledge layer', and govern which agents can crawl them.
We're watching the birth of a discipline: optimising not for a person but for the machine that shops on their behalf. When an agent picks the product, the loudest brand doesn't win — the most legible one does. Auditing how AI describes you, and fixing it, is fast becoming as fundamental as SEO was twenty years ago. — Daniel Nikolla, Founder of Merx Marketing
As agents start shopping for people, the winning brand is the most machine-legible one — audit how AI describes you and feed the knowledge layer now.
Do you actually know what ChatGPT, Gemini or a shopping agent says about your product right now — and is it even correct?
If you would like to know more about this topic, please contact us on danieln@merxmarketing.co.uk
Sources: Marketing Brew, Digiday, The Register.
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Written by Daniel Nikolla, Founder of Merx Marketing Ltd and Marketing Minute
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