Problem
A brand can be well known and still lose demand if AI models do not surface it when users ask buying or comparison questions.
PRODUCT
AI brand visibility is now a demand capture problem.
GEOHub helps teams see whether their brand appears in AI answers, wins shortlist placement, or gets replaced before the click.
Metric definition
AI brand visibility is the combined picture of recognition, recommendation rate, Top 3 presence, replacement risk, and commercial trigger coverage.
How GEOHub measures it
GEOHub runs brand and category prompts across mainstream AI models, then translates the answer patterns into a visibility summary your team can act on.
Sample interpretation
If recognition stays high but recommendation and Top 3 presence stay low, the issue is not awareness alone. The issue is answer-level positioning and demand capture.
Run the free GEO summary
Start with a free summary to see whether AI recognizes, recommends, shortlists, or replaces your brand.
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Related GEO metrics
AI Recommendation Visibility
See whether AI models actually recommend your brand, not just mention it. Measure recommendation visibility with GEOHub.
Top 3 AI Presence
Measure how often your brand appears in the Top 3 positions of AI answers and shortlist-style recommendations.
AI Replacement Risk
Understand when AI answers replace your brand with competitors and where demand may be redirected upstream.
FAQ
FAQ
What is AI brand visibility?
It is the measurable chance that your brand appears in AI answers when users ask discovery, comparison, or buying questions.
Why is AI brand visibility different from SEO?
SEO tracks clicks from search results. AI brand visibility tracks whether your brand appears inside the answer before a click ever happens.
What can GEOHub show in the free summary?
The free summary focuses on visibility, recommendation, Top 3 presence, replacement risk, and commercial trigger signals.