AI Brand Sentiment Checker
Find out how AI platforms perceive and describe your brand.
What Is AI Brand Sentiment?
How AI feels about your brand.
Sentiment measures the tone AI uses when mentioning your brand. Scores range from 0 to 100, with 50 as neutral. Most brands fall between 50 and 85.
Aggregated across major AI platforms.
The score is derived from semantic analysis of real AI responses across ChatGPT, Gemini, Perplexity, and others, reflecting context, wording, and overall attitude.
Why It Matters
Being mentioned is not enough.
A brand can appear frequently in AI responses but still be described in neutral or negative terms. Sentiment tells you whether AI is recommending you or merely acknowledging you.
Perception shapes user decisions.
Users trust the tone of AI responses. Positive portrayal drives engagement. A lukewarm or critical one pushes users toward competitors.
Reveals gaps by topic.
Sentiment varies across prompts. Your brand may score well on one topic but poorly on another, pointing to specific areas where perception needs improvement.
What You Can Do About It
Analyze your brand sentiment instantly.
Enter your brand name and see how AI platforms perceive you across multiple dimensions. No signup required.
Track sentiment over time and across prompts.
Topify monitors your sentiment score continuously, broken down by AI platform, topic, and individual prompt, so you can spot shifts before they impact your brand.
Turn sentiment into strategy.
Topify pairs sentiment with Visibility, Position, and citation sources to identify what drives positive or negative AI perception, and generates content to improve it.
