Distribution risk
See whether suitable buyers encounter your business, understand the offer and receive an appropriate recommendation.
For Founders & CEOs
Is AI becoming a distribution risk you can actually see?
Get an evidence-based picture of how your business performs when AI helps customers choose. Use the AI Distribution Score and its underlying findings to decide what deserves attention.
AI Distribution Readiness CheckIllustrative output
AI Distribution Score61/100
ConfidenceMediumSeparate from score
Buyer Behaviour
Appeared5/11
Shortlisted3/11
Recommended3/8
Recommendations in scenarios where the business is suitable.
AI Routing Readiness 6/10Agent Readiness 4/10
Example data, not a client result. Confidence is illustrative; report coverage is described separately from score.
An executive readiness view
From an emerging risk to practical priorities.
Competitive context
The Check includes selected competitive context where observed. The Assessment adds full Competitive Intelligence and deeper comparative interpretation of tested scenarios. Neither claims a market ranking or definitive competitive position.
Action priorities
Connect findings to commercial relevance and practical changes. Distinguish evidence gaps from negative observations.
Look beyond visibility
A shared scorecard for leadership and delivery teams.
Five conditions. One headline metric.
The AI Distribution Score /100 brings together Discovery, Understanding, Recommendation, Reliability and Action. Confidence stays separate, so leaders can interpret both the findings and their evidence coverage.
Use a Check for “Where do we stand?” and an Assessment for deeper reasons, comparison and recommendations.
Prepare for agent-supported journeys.
Agent Readiness /10 makes a developing distribution question concrete: can an agent understand suitability and support a safe next action?
It is a capability diagnosis. It does not require autonomous checkout or guarantee the outcome of a future agent interaction.
Your next step
See where you stand. Know what to work on.
Start with a focused diagnostic of your AI Distribution Readiness.