AI Tool for Sentiment Analysis

What is the AI Sentiment Analysis Tool?

AI sentiment monitoring by RankinAI evaluates how AI platforms describe your brand in response to selected prompts. It analyzes each response and assigns a sentiment score, helping you understand whether your brand is presented positively, neutrally, or negatively.

This gives you a clear view of brand perception in AI search and helps you identify prompts where negative or unclear messaging may influence potential customers.

How the AI brand sentiment analyzer can help you

Measure sentiment across your prompts

See whether AI responses present your brand positively, neutrally, or negatively for every tracked prompt.

Find negative brand narratives

Identify the prompts where AI gives critical, unclear, or unfavorable descriptions of your brand before they affect customer decisions.

Track changes in brand perception

Monitor your sentiment score over time to understand whether your AI visibility and brand messaging are improving.

Key features of the RankinAI tool

AI visibility Tracking. Track how often your brand appears across AI-generated answers for prompts that matter to your business.

Competitor share of voice. Track LLM visibility among competitors and see which brands' AI platforms are mentioned most often.

Source and citation analysis. Discover which websites AI systems use when mentioning your brand, competitors, products, or services.

How to use the AI tool for sentiment analysis

Step 1: Click “Check AI Sentiments” to start analyzing how AI platforms describe your brand across prompts

Step 2: Set up your brand for sentiment tracking

Add essential information about your brand, products, and competitors. Then select the keywords and prompts the tool should analyze to measure how AI platforms describe your brand.

Step 3: Review your brand sentiment results

See the sentiment score for each analyzed prompt and identify where AI platforms describe your brand positively, neutrally, or negatively. Use these insights to find reputation risks and prioritize messaging improvements.

Conclusion

AI Sentiment Analysis Tool helps you understand not only whether AI platforms mention your brand, but also how they present it. By tracking sentiment across relevant prompts, you can uncover negative narratives, monitor changes in brand perception, and compare your visibility with competitors. 

Combined with citation and source analysis, these insights show where AI opinions come from and which areas require attention. Use the results to strengthen your messaging, address reputation risks, and improve how potential customers encounter your brand in AI-generated answers.