Understanding & Reliability
Can AI explain your product, customer fit and constraints accurately, without unsupported claims? Find where source information and observed representation diverge.
For Product & Digital
Can AI understand your product and move customers towards the right action?
Bring AI-mediated discovery into the product journey. Examine offer understanding, reliable representation, qualification, routing and Agent Readiness.
4/10
Highest observed capability
Agent-readable
Offer informationReadable
Suitability conditionsIncomplete
Primary actionContact route found
Priority improvement
Publish eligibility and required inputs alongside the action, so an agent can judge suitability before handoff.
Based on direct source evidence. A capability description, not a badge or a guarantee of autonomous completion.
A product journey beyond the screen
Your offer needs to be usable outside your interface.
Routing & qualification
Can a suitable customer identify the right action and what they need to prepare? Make eligibility, required inputs and action routes clear enough to use.
Agent Legibility & Agent Operability
Inspect the evidence in the journey.
Offer → suitability → action → safe handoff
Use this customer-task view to inspect your source surfaces. It does not prescribe an ordered scoring framework.
Agent Readiness /10 is grounded in direct business evidence. It helps distinguish a readable offer from a route that supports safe initiation.
Capability before protocol.
No particular API, MCP or A2A integration is required. Technology matters when it enables something useful and observable for the customer.
A human handoff can be the correct end point for a professional service or regulated journey.
Explore Agent ReadinessYour next step
See where you stand. Know what to work on.
Start with a focused diagnostic of your AI Distribution Readiness.