AI visibility framework
AI visibility measures whether AI systems mention, understand, trust, and use your brand.
AI visibility is how your brand appears inside AI answers. The useful question is not only "Do they mention us?" It is "Do they mention us in the right places, describe us correctly, trust the right sources, and give us a place to act?"
The framework has four parts: presence, perception, reputation, and influence.
The four dimensions
| Dimension | Question it answers | What you can do |
|---|---|---|
| Presence | Do AI systems mention you when the category or problem comes up? | Create or refresh controlled pages that answer the missing questions. |
| Perception | Do AI systems describe you the way you want the market to understand you? | Clarify positioning, comparisons, definitions, and proof. |
| Reputation | Which sources shape trust around your brand? | Strengthen proof, third-party validation, and pages that others can reference. |
| Influence | Where can you change the answer? | Prioritize the pages and topics where action can move the result. |
These dimensions measure the sphere of influence from another angle. Presence and perception show what AI systems say. Reputation shows which evidence they trust. Influence shows where action can change the answer.
Visibility needs action
Measurement alone does not fix visibility. A chart can tell you that AI systems ignore you, confuse you with a competitor, or cite weaker sources. The chart cannot create the missing evidence.
The method connects each finding to a route:
- A presence gap can become a new page.
- Perception drift can become a positioning fix.
- Weak reputation can become a proof or source strategy.
- Low influence can tell you to ignore a noisy topic and work somewhere else.
That connection is what makes AI visibility useful. It becomes a way to choose work, not a separate reporting habit.
Powered by CheckThat
GrowthOS uses AI-visibility data powered by CheckThat. CheckThat is the source of measurement. GrowthOS is where the system turns that measurement into pages, refreshes, fixes, and reports.
That distinction matters. AI visibility is not a standalone product area in the method. It is one signal inside the System of Growth.
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Last updated at June 3, 2026