Brand sentiment is the overall emotional tone and attitude that audiences express toward a specific brand in their online interactions. It is typically measured by analyzing the sentiment of brand mentions across social media, reviews, forums and news coverage, then aggregating the results into a positive, negative and neutral distribution.
Brand sentiment serves as a real-time health indicator for brand perception. Sudden shifts in brand sentiment often signal events that require attention: a product issue, a PR crisis, a successful campaign or a competitive development that is reshaping audience opinion.
How Brand Sentiment Differs from Generic Sentiment Analysis
Sentiment analysis is a technique. Brand sentiment is an application of that technique to a specific entity.
Generic sentiment analysis classifies any text input as positive, negative or neutral. Brand sentiment specifically measures how audiences feel about a named brand. This distinction matters because the same piece of text might contain multiple sentiment targets. A social media comment might express positive sentiment about a product while expressing negative sentiment about its price. Brand sentiment analysis isolates the sentiment directed at the brand itself.
More advanced approaches go further by breaking brand sentiment into specific emotions. Knowing that 60% of brand mentions are "positive" is useful. Knowing that the positive mentions are driven primarily by admiration (from content) and excitement (from product launches) while the negative mentions are driven by frustration (about customer service) rather than disappointment (about product quality) is actionable.
How Brand Sentiment Relates to Audience Intelligence
Brand sentiment becomes significantly more valuable when combined with audience profiling. Instead of knowing that overall brand sentiment is 68% positive, audience intelligence reveals how sentiment varies by audience segment: which demographic groups are most positive, which are trending negative, what emotions drive sentiment in each segment and which segments represent the greatest opportunity or risk.
Related Terms
- Sentiment Analysis — the underlying technique used to measure brand sentiment
- Brand Monitoring — tracking brand mentions where sentiment is analyzed
- Emotion AI — the technology that enables specific emotion detection within brand mentions
- Audience Intelligence — the system that connects brand sentiment to audience profiles
- Share of Voice — measuring brand mention volume, which sentiment analysis enriches
See how Felton applies Emotion AI to analyze brand sentiment at the specific emotion level across audience segments.