Agent & Assistive Optimisation
AAO prepares your digital infrastructure for autonomous AI agents and automated workflows — an emerging discipline for next-generation discovery.
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 early readiness matters
Autonomous agents and automated research workflows are still emerging, but establishing machine-readable technical foundations today positions businesses ahead of the curve as agent-driven discovery develops.
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.
Key Signals We Evaluate
- llms.txt
- JSON-LD Service schema
- Machine-readable contact
- WebMCP readiness
- Agent-first structured data
Track agent & assistive optimisation evidence and turn visibility gaps into prioritised next actions.