GEO, AEO, and AI search

Sentiment

Also known as: sentiment

Assessing the tone of a statement, such as a positive, neutral, or negative brand description.

A practical example

AI praises product durability but criticizes the price.

What should I know?

Automatic classification may miss irony or mixed sentiment.

GEO, AEO, and AI search in practice

In AI answers, distinguish a name mention, an actual recommendation, and a source link. Compare the same questions, models, and markets. A single conversation can vary and does not represent all possible answers.

Related Semly features

See where this concept applies when working with Semly.

AI visibility trackingCheck customer answers, brand presence, competitors, and cited sources.AI analyticsCompare visibility, position, sentiment, and brand share in AI answers.

Related terms

Brand mentionNaming a brand in an answer or publication, without necessarily including a link.AI answer monitoringRegular checks of answers to defined questions in selected models and conditions.ContextInformation available to a system for a specific task.

Documentation and further reading

Definition prepared by Semly. Standards and behavior are described by their creators:

Find out if AI ChatGPTGeminiClaudeGoogle AI OverviewsGoogle AI Mode can see you

Enter your website address to get your AI visibility report.