Sentiment analysis
Term from the world of AI visibility – explained simply by the GeoStars team.
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 and Microsoft Copilot – First measurement in minutes, 7 days free.
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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