Skip to main content
MentionLab analyzes the sentiment of AI-generated responses to determine whether your brand is being discussed positively, neutrally, or negatively. This helps you understand not just whether you’re mentioned, but how you’re described.

Accessing sentiment analysis

Navigate to Intelligence → Sentiments from the sidebar. This page provides multiple views into your sentiment data.

Overall sentiment breakdown

The sentiment pie chart shows the distribution of all AI responses across three categories:
SentimentDescription
PositiveThe AI’s mention of your brand is favorable, recommending or praising it
NeutralThe AI mentions your brand factually without strong positive or negative language
NegativeThe AI’s mention includes criticism, drawbacks, or unfavorable comparisons

Sentiment by tags

See how sentiment varies across different query categories. Some topics may generate more positive mentions (e.g., “best tools for X”) while others may trigger more critical responses (e.g., “problems with X”).

Using sentiment insights

Sentiment data can inform several strategic decisions:
  • Content strategy — If AI platforms highlight specific weaknesses, consider addressing them in your content
  • Competitive positioning — Identify areas where competitors receive more negative sentiment and emphasize your strengths
  • Trend monitoring — Track sentiment shifts after product launches, PR events, or market changes
  • Query refinement — Queries generating unexpected sentiment may need rewording or additional context