Your AI Visibility Diagnostic
Understand how AI interprets your business and what your AI Visibility Diagnostic reveals.
Run a diagnostic to see your personalized results.
What This Diagnostic Evaluates
This diagnostic evaluates five categories of signals based on the AI Visibility Signal Model introduced by QuestionFuel Research:
- Entity clarity signals
- Authority and credibility signals
- Structured content across key pages
- Topic association signals
- Brand recognition signals
These signals influence how easily AI can interpret and describe a company when generating answers.
Each signal category reflects a different dimension of how AI evaluates and reference businesses:
Entity Clarity
How clearly your organization's identity, services, and outcomes are defined and interpretable by AI.
Authority Signals
Third-party indicators that help AI recognize your credibility — reviews, citations, certifications, and media coverage.
Structured Content
Machine-readable information that helps AI extract and interpret your expertise — page hierarchy, headings, and structured data.
Topic Association
How consistently your brand is associated with specific expertise or topics across all sources AI reference.
Brand Recognition Signals
The frequency and quality of brand references across the web that reinforce your identity and credibility.
Learn more about each signal category in the AI Visibility Signal Framework.
Understand your full AI visibility profile
This diagnostic provides a directional view.
A full AI Visibility Review identifies the signals most affecting your visibility and where improvements may strengthen how AI interprets your company.
Want to improve this score?
No cost. No obligation.
Used in real visibility analysis
This diagnostic is based on the same signal model used in QuestionFuel AI Visibility Reviews.
These reviews analyze how clearly AI interprets company websites when generating answers for users.
This diagnostic provides a directional view using observable website signals.
Based on real company visibility analysis across AI answer systems.
Explore AI Visibility Research
Research, frameworks, and tools to help leaders understand how AI interprets, recommends, and sometimes misrepresents companies.
New here? Start with What Is AI Visibility