Understand not just if AI mentions you — but how
Track whether AI models recommend, hedge, or warn about your brand. See the exact language they use. Catch sentiment shifts before they impact your pipeline.
See sentiment in real time
Every AI response about your brand is captured, analyzed, and classified. Watch the feed to understand not just what AI says — but how it frames your brand relative to competitors.
AI doesn't just mention or ignore. It recommends with enthusiasm, hedges with qualifiers, or warns with reservations. Each framing has a different impact on the person reading it.
Five dimensions of AI perception — monitored daily
From raw classification to trend analysis and alerting — everything you need to manage your brand's AI reputation.
Every AI mention classified with precision
Each time an AI model mentions your brand, we analyze the surrounding language and classify the mention as positive, neutral, cautious, or warning. No guesswork — just data.
How it works
AI responses analyzed
We parse the language around every brand mention — looking for recommendation language, hedging phrases, and warning patterns.
Mentions classified & scored
Each mention is categorized as positive, neutral, cautious, or warning — with the specific language that triggered the classification.
Perception shifts tracked
See sentiment trends per model, per query type, and overall — so you can act before negative framing becomes the default.
Frequently asked questions
See how AI perceives your brand
Free instant check across all major AI models. Understand your sentiment baseline.