AI Discovery Maturity Model
A scored view of how ready your marketing system is for the way buyers now discover, compare and decide.
AI visibility is the starting point. The maturity model shows whether your proposition, content architecture, evidence, citations and sales insight are connected well enough to help buyers and AI systems understand, trust and shortlist you.
Why this matters
Buyers are researching differently. They use AI systems, search, third-party sources, peer recommendations and comparison content before they ever speak to sales. That means marketing can no longer be measured only by traffic, rankings and form fills. The question is whether your organisation is visible, understood and trusted before the buyer reaches you.
The five maturity levels
Each stage describes how connected your marketing system is — and how easily buyers and AI systems can interpret it.
Fragmented Presence
Content exists, but it is disconnected, campaign-led and hard for buyers or AI systems to interpret.
Structured Foundations
Core pages, propositions and buyer questions are visible, but the journey is still incomplete and uneven.
Connected Journey
Content is mapped to buyer stages, internal links are intentional, and the offer is easier to understand and navigate.
Evidence-Led Authority
Proof, FAQs, comparison content, sector relevance and third-party signals support trust, evaluation and AI citation.
Connected Discovery
The architecture is continuously measured, improved and aligned to buyer behaviour, AI visibility and sales insight.
The six dimensions we assess
The model scores your readiness across the parts of the marketing system that shape how buyers and AI engines understand you.
Buyer journey clarity
Proposition and message-market fit
Content architecture
Evidence and citation readiness
AI visibility and discovery measurement
Sales feedback and commercial improvement loop
Quick check vs full diagnostic
Start with a fast, interim view — or commission the structured assessment that drives planning decisions.