NLP Insights

Free Review Sentiment Analyzer

Understand the true emotions and hidden topics inside customer feedback to make data-backed improvements to your local business.

Why use our Review Sentiment Analyzer?

Detects Positive, Neutral, or Negative sentiment polarity

Extracts key topic tags (Speed, Staff, Pricing, Cleanliness, Food)

Highlights urgent customer pain points requiring management attention

Summarizes customer suggestions in one concise bullet list

Frequently Asked Questions

How does the sentiment analyzer score review text?

Our natural language processing model analyzes the emotional tone, semantic context, and intensity of adjectives in the review to determine an overall sentiment percentage.

Can I paste multiple reviews at once?

Yes, you can paste paragraphs of combined customer feedback or a single detailed review to receive aggregated topic tags.

Scale Your Operations

Scale sentiment tracking across thousands of reviews

Connect your Google Business Profiles to Karna Kreative to track sentiment score trends over time and spot operational fixes before ratings drop.