Agent & Assistive Optimisation
AAO makes your business discoverable to the AI agents now researching and shopping on a customer's behalf — a first-mover discipline most agencies have not built for yet.
What we do
We publish llms.txt (a machine-readable summary of your business built for AI agents), deploy JSON-LD Service and Organization schema, and make sure contact and service information is structured so an autonomous agent can evaluate your business without a human in the loop.
Why this is early but urgent
Autonomous agents that research and transact for users are still emerging, but the businesses with machine-readable presence today are the ones those agents will default to citing once agent-driven commerce becomes common. This is llms.txt and structured data as forward infrastructure, not a trend.
What this looks like for your business
A published llms.txt file, complete JSON-LD Service schema, and — where relevant — a lightweight machine-readable API (WebMCP) so agents can query your services and contact details directly.
What we look at
- llms.txt
- JSON-LD Service schema
- Machine-readable contact
- WebMCP readiness
- Agent-first structured data
Talk to us about agent & assistive optimisation for your business.