Understand how AI portrays your brand's reputation
Analyze the sentiment and tone of AI-generated mentions of your brand. Detect negative portrayals early and track reputation shifts across platforms.
62%
Positive
28%
Neutral
10%
Negative
Why teams choose Sentiment Analysis
Catch Issues Before They Spread
AI responses reach millions daily. Detect negative brand portrayals early so you can act before misconceptions become the default answer.
Understand the Full Picture
Go beyond mentions — see the exact tone, framing, and context AI uses when describing your brand, products, and competitors.
Stay Ahead of Shifts
Get instant alerts when sentiment changes, so your team can respond to reputation risks or capitalize on positive momentum.
Automatic sentiment scoring
Every AI mention of your brand is automatically scored for sentiment — positive, neutral, or negative — with detailed reasoning.
- NLP-powered sentiment classification
- Confidence scoring for each analysis
- Full response text with highlights
62%
Positive
28%
Neutral
10%
Negative
Track sentiment trends
Monitor how AI's portrayal of your brand evolves over time, by platform and by topic.
- Daily sentiment trend charts
- Platform-specific sentiment comparison
- Topic-level sentiment breakdown
12.5%
Visibility Score
47
Citations
5
Platforms
30-day trend
Respond to reputation risks
When negative sentiment is detected, get context on what's causing it and recommendations to address it.
- Root-cause analysis for negative shifts
- Content recommendations to improve portrayal
- Track sentiment recovery over time
62%
Positive
28%
Neutral
10%
Negative
Platform coverage
Who uses Sentiment Analysis
Brand Safety
Ensure AI search engines portray your brand accurately and positively to users.
Crisis Detection
Detect emerging reputation issues in AI responses before they appear in traditional media.
Product Perception
Track how AI describes your products compared to competitors to inform messaging.
Trusted by teams at
Frequently asked questions
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