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Positive sentiment

The share of AI answers that name the brand and describe it positively.

What it tells you

How well the models speak of the brand when they do name it. It is read only where the brand appears, so it can be high while presence is low.

How it is measured

  • Each answer that names the brand is read for whether it describes the brand positively, neutrally or negatively.
  • An answer that does not name the brand is left out, because it says nothing about how the brand is described.
  • A gap in a chart line means that model did not name the brand in that report, not that it scored zero.

What moves it

  • Answering the criticism that repeats across answers, at its source.
  • Fresh reviews and proof on the pages the models cite.

Seen in the app on: Home, Sentiment, AI models

See the themes where answers turn negative.

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