AI sentiment: score, trends, per-model rank, drill into answers
In Analysis → Sentiment, see your AI sentiment score with positive/neutral/mixed/negative mix, daily trends, and platform leaderboards across ChatGPT, Gemini, Grok, Perplexity, and more—then drill into Sentiment Highlights and prompt executions for key phrases, full answers, and citations.
Measure AI reputation the same way shoppers experience it: in answers, not dashboards
Highlights surface the shopper questions and extracted phrases each model uses. Platform ranking compares tone across assistants. Sentiment Detail adds a scored spectrum plus highlighted snippets inside the full response.
From portfolio sentiment to a single prompt execution—and back to your sources
Spot a model that skews negative, drill into Highlights or executions, read citations, then update site copy, FAQs, and proof points; rerun monitoring to confirm the tone shift.
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Connect answers to the pages, FAQs, and citations that train perception
Sentiment improves when the same loop ties AI outputs to on-site messaging, help articles, and the third-party sources assistants actually cite.
- ChatGPT
- Gemini
- Perplexity
- Google AI
- Grok
- Help Center
