AI Sentiment Analysis
Understand the tone and sentiment when AI engines talk about your brand. Are they recommending you enthusiastically or with reservations?
The Problem
Being mentioned by AI isn't enough—the sentiment matters. You don't know if ChatGPT enthusiastically recommends your brand or mentions you with caveats and warnings.
The Solution
GeoBuddy analyzes the sentiment of every AI mention of your brand. You see whether mentions are positive, neutral, or negative, with specific language analysis showing exactly how AI describes you.
How AI engines describe the brands they name, measured
1,089 brands the engines named on geobuddy.co, 2026-02-16 to 2026-11-12 · how we measure
Of 1089 brands that AI engines named in free checks on geobuddy.co (2026-02-16 to 2026-11-12), 51% were mostly the primary recommendation; the tone was positive for 88% and negative for under 1%.
The role the brand mostly played in the answers
- Primary recommendation51%
- Named as an alternative40%
- Neutral comparison7%
- Background mention1%
Tone of the answers that named the brand: 88% positive, under 1% negative, the rest neutral.
Site-wide numbers and limitations: State of AI Search Visibility 2026.
Key Benefits
How It Works
Sentiment Scoring
Each mention rated as positive, neutral, or negative with confidence scores
Language Analysis
See the specific words and phrases AI uses to describe your brand
Engine Comparison
Compare how different AI engines perceive your brand
Trend Analysis
Track sentiment changes over time to measure improvement
Who Is This For?
Start Sentiment Analysis Today
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