Glossary/AI in Marketing/Sentiment Analysis
AI in Marketing
Sentiment Analysis
Using AI to classify text as positive, negative, or neutral toward a brand or topic.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Sentiment analysis is the use of AI to classify text as positive, negative, or neutral toward a brand, product, or topic. It is applied to reviews, social media posts, surveys, and support conversations at scale. Marketers use it to track brand perception, detect emerging issues, and measure reactions to campaigns or launches.