AI Sentiment Analysis
Understand the language around your brand
See positive, neutral and negative themes, then trace each one to the answer.
Analyse sentimentAudited across
ChatGPT
Gemini
Claude
Perplexity
Copilot
DeepSeek
Grok
Meta AI
AI Mode AI OverviewsSentiment Overview
Your Brand - tracking live
Average sentiment score
Mentions in scan
22 of 45
11 positive - 9 neutral - 2 negative
Sentiment by AI model
ClaudeChatGPTGeminiSentiment drivers
What it is
Your reputation now lives inside AI answers
When someone asks an AI assistant for the best dentist nearby, a reliable accounting firm or the right running shoes, the answer does more than list names. It describes them. That description is your reputation for anyone who never reaches your website.
AI Sentiment Analysis reads every answer that mentions you and shows whether you come across as the obvious choice, just another option or a risk - across every major model, for every audience you care about.
How AI assistants judge a brand
Positive
AI recommends you, praises your strengths and presents you as a strong choice.
Neutral
You are mentioned as an option, but nothing makes you stand out from the rest.
Negative
AI raises complaints, outdated issues or warnings that push people elsewhere.
Omission
You are left out entirely while competitors are named. The silent loss.
Sentiment by audience
AI speaks differently to a first-time buyer than to a procurement lead. One audience may hear glowing praise while another is warned off. See the tone each audience receives, so you can fix the gaps with the customers who matter most.
Sentiment by persona
What you get
- Positive, neutral and negative breakdown per prompt
- Trended sentiment over time, per model
- The exact phrases driving each sentiment shift
- Alerts when sentiment moves against you
Why it matters
It's not enough to be mentioned - you need to be mentioned well. AI Sentiment Analysis renders how the models feel about your brand as a living topography, so you can catch a reputational drift the moment it begins and protect your AI search visibility.
Part of the aimentionz Intelligence Suite - built to master your AI visibility and make sure you're part of the answer.
Why businesses track AI sentiment with aimentionz
Real answers, not guesses
Every score links back to the exact AI response and wording behind it.
Catch problems early
See when tone shifts against you before it costs you enquiries or sales.
Know what to fix
Pinpoint the sources and themes shaping how you are described, then act on them.
FAQs
Frequently asked questions about AI sentiment analysis
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Start tracking how AI describes your brand across every major model - and fix what's missing.