When your next customer is an AI agent
Agent to agent: people send their own agent. It decides whether you make the shortlist. An AI agent searches, compares, enquires and buys for the person behind it, and it reads product data, prices and terms to do so. The decision is made in its selection, not on your page.
From AI search to agents
Two stages, and the decision moves
Today a person asks an AI. The next step: they send their own agent, which searches, compares, enquires and buys for them.
Stage 1: a person asks the AI
Someone asks a question, the AI answers and names its sources. Whether your brand shows up in that answer is GEO: content an AI understands and cites.
Stage 2: the agent acts for the person
The agent reads product data, prices, availability and terms. It compares, enquires and buys. It does not name its sources.
What changes: the decision is made in the agent's selection, not on your page.
Why now
Three things your brand needs now
Readable
Product data, structured data and product pages an agent can understand. Shop, feed and page say the same thing, otherwise your product drops out of the selection.
Measurable
Visits and purchases through agents often do not show up in pixel-based tools. First-party measurement with OWAPro™ recognises agent visits and reports them separately.
Distinguishable
Keep real agents apart from bots and click fraud, so budget and figures stay clean.
What we already do today
GEO
Content that AI search understands and cites.
To the GEO agencyProduct Data & Agentic Commerce
One set of data for Google Shopping and for AI agents.
To the product data pageChatGPT Ads
Ads where people ask the AI.
To ChatGPT AdsOWAPro™
First-party measurement, including visits through agents.
To OWAPro™Ads Defender™
Keep bots and click fraud out of budget and figures.
To Ads Defender™Questions and answers about AI agents
What does agent to agent mean?
A person sends their AI agent to search, compare, enquire or buy for them. That agent talks to the shop, the service or the brand's own agent. Agent to agent describes this exchange between two agents, with no human visiting every page.
How is this different from GEO?
GEO makes sure an AI understands your content and names it in its answer. A human still reads that answer. With agent to agent, the agent decides on its own, based on product data, prices, availability and terms. GEO stays the foundation, agent to agent is the next step.
Do I need my own AI agent?
No. Readable first, then available for enquiries. Your product data, structured data and product pages need to be in a shape an agent understands and uses. A brand agent of your own only makes sense once that foundation is in place.
How do I recognise visits from AI agents?
Many agents do not run JavaScript, so pixel-based tools miss them or record them wrongly. First-party measurement such as OWAPro™ works from the requests on your own server and reports agent visits separately, so they do not blur into human traffic in your figures.
When does this become relevant in Germany?
Agents that search, compare and buy for their users have existed since autumn 2026, so far mainly in the US. In Germany, according to Deloitte, 52 % of consumers already use AI when they shop. Preparing now pays off because readable data takes time and Google Shopping and GEO benefit from it today.