AI Discovery Diagnostic
A structured assessment of how ready your marketing system is for AI-mediated discovery.
The quick check gives an interim view. The full diagnostic provides a scored maturity assessment and prioritised roadmap based on buyer research, visibility evidence, citation analysis and content architecture review.
What the diagnostic reviews
A structured review across the parts of your marketing system that shape discovery, evaluation and shortlisting.
Buyer journey and audience priorities
AI visibility across relevant buyer questions
Citation sources and evidence gaps
Content architecture and internal linking
Proposition clarity and message-market fit
Proof, comparison and decision-stage content
Sales feedback and commercial readiness
What you receive
A clear, scored picture of where you are and what to do next — built to inform leadership and planning decisions.
- Scored maturity stage
- Dimension-level findings
- AI visibility baseline
- Citation and evidence review
- Priority content and architecture gaps
- Commercial risk areas
- Recommended roadmap
Why this is not just an AI audit
An AI audit can show whether you appear in AI-generated answers. The diagnostic explains why you appear, why you are missing, what evidence supports the answer, and what needs to change across proposition, content, buyer journey and measurement.