Comments Analytics for Web

Product summary

Comments Analytics is a web-based, AI-driven tool built to help companies mine and interpret customer feedback across channels. Using modern natural language processing techniques, it identifies customer sentiment, surfaces important phrases and entities, and converts raw comments into business-ready insights that support marketing decisions and enhance customer support.

Supported input methods and languages

• CSV and XLSX file uploads for batch processing
• A Google Chrome extension for quick capture from web pages
• Direct copy-and-paste for ad hoc analysis

The platform handles feedback in 23 languages, allowing multinational teams to work from a single dashboard.

Core capabilities

• Key phrase extraction to reveal recurring topics and priorities
• Named entity recognition to identify brands, products, and people mentioned
• Sentiment detection to measure positive, negative, and neutral opinions

These features are powered by advanced NLP models that help teams understand customer emotions and preferences.

Usability, scalability, and support

The interface is no-code and ships with pre-built models, so non-technical users can begin analyzing feedback immediately. It scales in real time to accommodate high volumes of comments, offers customizable analysis settings, and provides on-demand customer support—enabling faster, actionable results that can strengthen loyalty and guide product or service improvements.

Recommended alternative

• SEMrush — suggested as a comparable solution and noted to have a free tier for basic use