Sentiment and brand perception
Know whether AI describes you well, not just whether it names you.
Sentiment analysis scores the tone of what AI engines say about your brand, so you can tell the difference between being named favourably and being named as the option to avoid.
What it does
Sentiment analysis scores the tone of what AI engines say about your brand, so you can tell the difference between being named favourably and being named as the option to avoid.
Why it matters for GEO
Sentiment and brand perception gives AI engines a discrete, quotable answer about your brand and category. Clear, answer-first descriptions like this are exactly what engines extract and cite, which is how you get named instead of a competitor.
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