Brand Sentiment Score Calculator

Brand sentiment is the overall attitude and emotional tone consumers express about a brand across reviews, social media, surveys, and support interactions. It is measured on a scale from very negative to very positive and helps businesses understand public perception, identify reputation risks, and track the impact of marketing campaigns over time.

Brand sentiment is measured by aggregating data from multiple channels including online reviews, social media mentions, Net Promoter Score surveys, and customer support interactions. Each channel produces a sentiment score based on the ratio of positive to negative signals. These scores are combined using weighted averages to produce an overall brand sentiment score.

A brand sentiment score above 80 out of 100 is considered strong positive. Scores between 60 and 80 are positive and typical of well-regarded brands. Scores between 40 and 60 are neutral, suggesting mixed perceptions. Below 40 indicates negative sentiment requiring attention, and below 20 signals a critical reputation issue.

Net Promoter Score measures customer loyalty and willingness to recommend your brand. It is calculated by subtracting the percentage of detractors from promoters, yielding a score from -100 to +100. When combined with review sentiment, social media data, and support satisfaction, NPS provides a well-rounded view of overall brand health.

AI improves brand sentiment analysis by processing large volumes of unstructured text from reviews, social media, and support tickets in real time. Machine learning models detect nuanced sentiment, sarcasm, and context that keyword-based methods miss. AI also enables trend detection, anomaly alerts, and predictive analytics so brands can respond proactively.