Sentiment analysis
Term from the world of AI visibility – explained simply by the GeoStars team.
What is sentiment analysis?
Automatic assessment of whether an AI mention turns out positive, neutral or critical. Makes AI reputation measurable – not just presence.
Want to know how your brand stands on this topic? GeoStars measures your AI visibility across ChatGPT, Google AI Overviews, Gemini, Perplexity, Microsoft Copilot and Google AI Mode – First measurement in minutes · 7 days free, charged only afterwards.
Whether an AI portrays your brand positively, neutrally or critically decides the effect of the mention – a critical mention in buying-advice answers costs revenue directly. Sentiment analysis classifies every mention automatically and makes changes visible: if sentiment flips after a product launch or a price increase, you see it in the trend – and alerts warn you immediately.
More in the Glossary.
Structured data (Schema.org) · Visibility Score · Zero-click search · AEO (Answer Engine Optimization) · AI Mode (Google) · AI Rank Tracker
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