Sentiment Analysis
Understand how AI platforms describe your brand. Track positive, negative, and neutral sentiment across every mention with detailed scoring and trend analysis.
Why Sentiment Analysis Matters
Being mentioned by AI platforms is only half the story. What matters equally is how you're being described. Is the sentiment positive, neutral, or negative?
BuzzWatch's sentiment analysis goes beyond simple mention detection. We analyze the context, tone, and specific language AI platforms use when talking about your brand. This helps you understand not just visibility, but perception.
Track sentiment trends over time to see if your brand reputation in AI is improving or declining. Get alerted when negative sentiment spikes so you can respond quickly.
What We Analyze
Positive Sentiment
Praise, recommendations, favorable comparisons, highlighted strengths, and endorsements of your brand.
Neutral Sentiment
Factual mentions, feature descriptions without opinion, and balanced comparisons without clear preference.
Negative Sentiment
Criticism, unfavorable comparisons, mentioned limitations, and instances where competitors are preferred.
Sentiment Analysis Features
Sentiment Scoring
Each brand mention receives a sentiment score from -100 (very negative) to +100 (very positive). Track your average sentiment over time.
Trend Analysis
See how your sentiment changes week over week. Identify if recent content, PR, or campaigns are improving how AI talks about your brand.
Sentiment Alerts
Get notified when sentiment drops below a threshold. Catch negative mentions early so you can address issues before they spread.
Context Analysis
See exactly what language AI uses when describing your brand. Understand specific attributes, features, and phrases associated with your brand.
Sentiment Analysis Use Cases
Brand Reputation Monitoring
Track how AI platforms perceive your brand over time. Identify reputation trends and respond to changes in AI sentiment before they affect customer perception.
Campaign Impact Measurement
Measure how marketing campaigns, product launches, and PR activities affect your sentiment in AI responses. Prove the ROI of brand-building efforts.
Crisis Detection
Get early warning when negative sentiment spikes. Detect potential reputation issues being amplified by AI platforms and respond quickly.
Competitive Benchmarking
Compare your sentiment scores against competitors. Understand if AI platforms view your brand more or less favorably than rivals.
Know How AI Feels About Your Brand
Start tracking sentiment in AI responses. Understand not just visibility, but perception.