AI-Powered Intelligence

Review Sentiment Analysis

Go beyond star ratings. AI analyzes what customers actually say, identifies trends, and reveals actionable insights to improve your business.

Free trial available

Positive

Customer praise, compliments, recommendations

Neutral

Factual statements, mixed feedback

Negative

Complaints, criticism, issues reported

Understand Your Reviews Deeply

AI that reads between the lines and tells you what customers really think.

AI-Powered Analysis

Our AI reads every review and identifies the underlying sentiment—positive, negative, or neutral.

Topic Detection

Automatically identifies what customers talk about: service, quality, price, staff, wait times, etc.

Sentiment Trends

Track how customer sentiment changes over time. Spot improvements or emerging issues.

Category Breakdown

See sentiment by category—which aspects of your business get praise vs complaints.

Actionable Insights

AI highlights patterns and suggests areas for improvement based on review analysis.

Performance Scoring

Get an overall sentiment score for your business that goes beyond star ratings.

See What AI Discovers

"Good food but the wait was way too long. Server was friendly though and made up for it. Would come back but maybe not on a weekend."

Overall Sentiment:Mixed/Neutral
Positive:Food quality, Staff friendliness
Negative:Wait time

Sentiment Analysis FAQ

What is review sentiment analysis?

Review sentiment analysis uses AI to understand the emotional tone behind customer reviews. Instead of just looking at star ratings, it analyzes the actual text to determine if feedback is positive, negative, or neutral—and identifies specific topics being discussed.

How is this different from just looking at star ratings?

Star ratings only tell part of the story. A 3-star review might contain very positive comments about your product but complaints about shipping. Sentiment analysis breaks this down, helping you understand exactly what customers love and what needs improvement.

What topics can the AI identify?

The AI automatically identifies common topics like service quality, staff friendliness, wait times, pricing, product quality, cleanliness, and more. It adapts to your industry—a restaurant will see food-related topics, while a salon will see service-related topics.

How can sentiment analysis help my business?

By understanding what customers actually say—not just their ratings—you can identify specific areas for improvement, recognize what you're doing well, train staff on recurring issues, and track whether changes you make are improving customer sentiment.

Can I track sentiment over time?

Yes. The dashboard shows sentiment trends over weeks, months, or custom date ranges. You can see if recent changes to your business are improving customer satisfaction or if new issues are emerging.

Does sentiment analysis affect how the AI writes responses?

Absolutely. The AI uses sentiment analysis to craft appropriate responses. Negative reviews get empathetic, solution-focused replies. Positive reviews get enthusiastic thank-you messages. The response matches the review's tone.

Ready to Understand Your Reviews?

Get AI-powered insights from your customer reviews. Start your free trial today.

Free trial • Setup in 5 minutes