Methodology
For two decades digital visibility was measured through rankings, impressions, and clicks. But AI systems no longer present links. They generate answers. This creates a new measurement challenge: understanding which brands AI systems choose to reference and which they ignore.
The SEOWEBI Visibility Pyramid
The six structural layers that influence whether AI systems trust and cite a brand.
The SEOWEBI diagnostic evaluates each layer to determine how confidently AI systems can recognise and cite a brand.
L6: Brand Authority
External signals reinforce trust in your brand
L5: AI Citation Readiness
Content formatted for citation by AI systems
L4: Topical Authority
Content demonstrates expertise across the category
L3: Entity & Schema
The web clearly defines your brand entity
L2: Structured Content
Content organised so AI systems can extract meaning
L1: Performance & Access
AI systems can reliably access and parse your content
Each level depends on the layers beneath it.
The Six Visibility Layers
Performance & Access
Can AI systems reliably access and parse your content?
Structured Content Architecture
Is the content organised so AI systems can extract meaning?
Entity & Schema Foundation
Does the web clearly define your brand entity?
Topical Authority
Does your content demonstrate expertise across the category?
AI Citation Readiness
Is the content formatted for citation by AI systems?
Brand Authority & Demand
Do external signals reinforce trust in your brand?
How the Visibility Score Is Derived
The diagnostic evaluates multiple signals across the six layers. Each signal is weighted and combined to produce the SEOWEBI Visibility Score (0–100).
Each signal category contributes to the final AI Visibility Score.
Technical signals
Content signals
Entity signals
Authority signals
Citation signals
Combined Score
0 – 100
Why Measurement Matters
Companies cannot improve AI visibility without first understanding where structural gaps exist. The SEOWEBI diagnostic identifies those gaps and provides a roadmap for improvement.