G2 Vendor Directory

Amazon Comprehend vs. Comments Analytics

A side-by-side comparison based on G2 review data.

MetricAmazon Comprehend

by Amazon Web Services (AWS)

Comments Analytics

by Comments Analytics

Overall rating4.34.8
Review count8623
Ease of use8.99.9
Ease of setup8.59.5
Quality of support8.79.3
Meets requirements8.89.8
NPS50100
Small Business39.5%95.7%
Mid-Market40.7%0.0%
Enterprise19.8%4.3%
Total page views29819
Total LLM citations1,99122

Amazon Comprehend

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Comprehend identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; and automatically organizes a collection of text files by topic.

Pros

  • Access
  • Ease of Use
  • Machine Learning
  • Insights
  • Insights Analysis
  • NLP Capabilities

Comments Analytics

Valuable, clear, considerable, and remarkable insights from videos, social posts, product pages unstructured text data – to help you better understand the thoughts, feelings, motivations, and decision-making processes of your customers. Comments Analytics is an AI tool that provides an in-depth analysis of unstructured text data, including sentiment analysis, comment categories, named_entities recognition, and keyword extraction.

Pros

  • Accuracy
  • Experience Improvement
  • Insights Generation
  • Insights
  • Process Streamlining
  • Sentiment Analysis