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What AAO is: assistive agent optimisation, and getting ready for AI that acts for buyers

AI agents are starting to compare suppliers and make first contact on a buyer's behalf. What assistive agent optimisation means and how to make a business usable by an agent.

SaaS & technology · 3 min read · 10 October 2026

Search brought visitors to a website. AI assistants bring a sentence about you into an answer. The next step is already arriving: agents that do the task itself. Asked to find three suppliers and request quotes, an agent reads sites, compares what they offer and sends the enquiries.

Assistive agent optimisation, AAO, is the work of making a business easy for such an agent to understand, compare and deal with.

01What an agent needs that a person does not

A person tolerates a vague site: they infer, they scroll, they telephone. An agent works from what is stated. If your services, the kinds of customer you take and the way to start are not written down plainly, the agent cannot use you and moves to a supplier whose site says so.

02The questions an agent tries to answer

  1. What exactly does this company offer?
  2. Is it for a buyer like mine: this size, this country, this kind of problem?
  3. What does it need from me to begin?
  4. How do I make contact, and what happens next?
  5. Is there anything that rules it out?

03How to make a business usable by an agent

  • List every service as a plain row: what it is, who it is for, how to start.
  • Say who you are not for. An agent that can rule you out correctly trusts you more when you fit.
  • Give one clear way to make contact and say what the first reply will contain.
  • Put the same facts in a plain-text guide for machines.
  • Use structured data for the organisation, its services and its contact points.
  • Keep forms simple, labelled and usable without a mouse.
  • Do not hide essential information in images, video or pop-ups.

04Where it meets SEO and GEO

The three stack. SEO gets a page found. GEO gets it quoted. AAO gets it acted on. A site that is fast, structured, plainly written and honest about what it does serves all three, which is why the work is best done together rather than as three projects.

05What to be careful about

  • Do not write instructions aimed at agents inside pages. It is manipulation, and it is being filtered out.
  • Do not promise what a person in your company would not confirm.
  • Treat an enquiry from an agent as an enquiry from the person behind it.

The standard is simple: an agent acting for a careful buyer should be able to describe you accurately and reach you without help.

In short

  • AAO is making a business easy for an AI agent to understand, compare and contact.
  • Agents work from what is stated: offer, fit, how to start and what happens next.
  • Plain service tables, a statement of who you are not for and one clear contact route do most of the work.
  • SEO gets you found, GEO gets you quoted, AAO gets you acted on.

Questions

Is AAO an established term?

It is a new one, and the field uses several names for the same idea. What matters is the practice: being legible and usable to software acting on a person's behalf.

Are agents really contacting suppliers yet?

It is early. Assistants already gather and compare suppliers for people, and tools that take the next step are appearing. Being ready costs little, and the same work helps search and AI answers today.

Does this need special technology on our site?

No. It needs clear content, structured data and simple forms. A plain-text guide for machines is a small addition.

Has Quantum Beetle done this on its own site?

Yes. The site publishes a plain table of everything we do, who each service is for and how to start, and a machine-readable guide that tells an agent how to take the next step.

Sounds like your problem?

Tell us about it. We'll say honestly whether the swarm can help, and what it would take.

Talk to ushello@quantumbeetle.ai

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