Think about the evidence behind the answer
The AIR guides help you review an answer from the AI system you already use. They cover Who You Are, What You Offer, Who You Help, Why You're Trusted and AI Information Access.
These are questions, not scored categories. They do not predict what every AI system will say and they are not instructions for chasing a particular answer.
Use them to distinguish evidence from inference, notice uncertainty or disagreement, and decide whether your genuine public information needs clarification.
The five AIR questions
Use these guides to think about whether your public information communicates clearly. They are lenses, not scored categories.
Who You Are
Consider whether public sources identify your organisation clearly.
What You Offer
Consider whether your products, services or purpose are stated clearly.
Who You Help
Consider what evidence identifies the people or organisations you serve.
Why You're Trusted
Review the public evidence behind identity, experience and claims.
AI Information Access
Think about what public information and technical signals automated systems can access.
AI Readiness continues to evolve
AIR's chronological research record includes what worked, what failed and why Wayli stopped the scored experiment.
The full development story is published openly through AI Readiness Labs.