Brand mentions & sentiment
Being named isn't the same as being recommended. GeoAppear classifies how each answer presents every brand it mentions.
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ChatGPTTop pickPositive
ClaudeRecommendedNeutral
GeminiWarned againstNegativeWhat brand mentions & sentiment gives you
Top pick or warned against
Every mention is classified as top pick, recommended, mentioned or warned against.
Tone
Positive, neutral or negative, per brand, per answer.
The quote that shows it
Each classification keeps the sentence it is based on, so you can check it yourself.
Filter by brand and date
See every mention of one brand over any period, across all engines.
