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Your brand is not defined by your website alone—AI learns about you from the entire internet.
Our External Brand Presence Report reveals how your company is understood across the web sources that AI systems actually use. From news media and Wikipedia to forums, reviews, and industry publications, this report shows what AI sees—and what it trusts—when forming an opinion about your business.
Because when AI answers questions about your company, it often relies more on third-party sources than your own website .
We analyze your external presence across the signals that shape AI perception: source authority, narrative consistency, sentiment, competitive context, and media freshness. This gives you a clear picture of how your brand is described, compared, and evaluated outside your control.
You’ll receive:
A breakdown of where and how your company appears across key external sources
Insight into which sources AI actually views and references
Analysis of how consistent your brand narrative is across the web
Identification of sentiment, reputation signals, and potential risks
Competitive context showing who AI compares you to—and why
Recommendations to strengthen your external authority and visibility
This report is based on large-scale testing across multiple AI systems, using controlled queries to uncover consistent patterns in how your company is perceived—not isolated results.
The outcome is simple: you understand the external signals shaping your AI-driven reputation—and how to influence them.
If you want to control how your company is described beyond your own channels, this report shows you exactly where to act.
Your brand is not defined by your website alone—AI learns about you from the entire internet.
Our External Brand Presence Report reveals how your company is understood across the web sources that AI systems actually use. From news media and Wikipedia to forums, reviews, and industry publications, this report shows what AI sees—and what it trusts—when forming an opinion about your business.
Because when AI answers questions about your company, it often relies more on third-party sources than your own website .
We analyze your external presence across the signals that shape AI perception: source authority, narrative consistency, sentiment, competitive context, and media freshness. This gives you a clear picture of how your brand is described, compared, and evaluated outside your control.
You’ll receive:
A breakdown of where and how your company appears across key external sources
Insight into which sources AI actually views and references
Analysis of how consistent your brand narrative is across the web
Identification of sentiment, reputation signals, and potential risks
Competitive context showing who AI compares you to—and why
Recommendations to strengthen your external authority and visibility
This report is based on large-scale testing across multiple AI systems, using controlled queries to uncover consistent patterns in how your company is perceived—not isolated results.
The outcome is simple: you understand the external signals shaping your AI-driven reputation—and how to influence them.
If you want to control how your company is described beyond your own channels, this report shows you exactly where to act.