UX & Designers
Give design decisions a broader definition of evidence.
The dimensions where design decisions become observable outcomes — task success, orientation, distinctiveness and the paths people actually take.
The UX & Designers question: Can we connect experience decisions to evidence?
Why this has become a problem
Great design has never been just what something looks like. It determines whether people understand where they are, what matters, what they can do and what happens next. In the AI age, another requirement has appeared: the underlying experience also has to be understandable to machines.
What the benchmark reveals
Design reviews often become subjective. One stakeholder likes a layout. Another wants a bigger logo. Someone else wants another carousel. Brand & Signal creates a stronger conversation by asking measurable questions:
The risk of not knowing
- Task failure that shows up as churn rather than as a design finding.
- Design work defended on taste, and cut on cost.
- A system that drifts because nothing scores the drift.
Most relevant to your decisions
Dimensions for UX & Designers.
Every benchmark still measures all 15 dimensions. These are simply the dimensions most likely to influence this role's decisions.
Usefulness
Does the experience actually help visitors understand, decide or act?
Page Identity
Does each page make its subject, purpose and relevance immediately understandable?
Visual Brand
Is the visual identity distinctive, consistent and recognizable?
User Action Pathways
Can users easily move from interest to an appropriate next action?
Engineering Strength
Is the digital platform technically strong, performant, accessible and resilient?
Machine Content & Context
Is content structured with sufficient context for AI systems to understand entities, topics and relationships?
What you can do with the result
- Fix heading structure and page titles so every page states its own purpose.
- Time the top five visitor tasks and remove the largest single source of friction.
- Tokenise colour, type and spacing so the system holds across templates.
Two indexes. One shared view.
Brand Integrity and Signal Strength are reported together. The Signal Gap shows where organizational reality and digital representation are out of alignment.
Brand Integrity
Signal Strength
Published example
50 mining companies, scored for investor findability
Fifty listed mining companies scored on all fifteen dimensions. The leaders cluster at 7.4 Brand / 6.9 Signal — strong, but not unreachable.
Before
3.9 → 9.1
Finding
Metadata still separates the field. The rebuilt site scores 9.0 on AI & Search Accessibility against 4.0 for its previous version, driven by clearer page identity, crawlable structure and contextual copy.
Action
Give every project, report, release and investor action its own clear, linkable page.
Improvement
Same company, same scale, content rebuilt around evidence.
One framework. Five seats.