Glossary

Sentiment Score

A numerical measure of how positively or negatively AI systems describe a brand.

Definition

What this term means

A numerical measure of how positively or negatively AI systems describe a brand.

The business impact

Negative sentiment in AI responses can damage brand perception at scale.

How you might use this term

“We monitor sentiment scores to catch and address reputation issues in AI outputs.”

Explore connected concepts

Sentiment Analysis

AI's ability to determine the emotional tone of text as positive, negative, or neutral.

AI Visibility

How accurately and consistently AI systems describe, cite, and recommend a brand.

Brand Salience

The degree to which a brand comes to mind when a consumer thinks about a category.

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