G2 Vendor Directory

NVivo vs. Comments Analytics

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

MetricNVivo

by Lumivero

Comments Analytics

by Comments Analytics

Overall rating4.04.8
Review count14623
Ease of use8.09.9
Ease of setup7.79.5
Quality of support8.09.3
Meets requirements8.79.8
NPS31.690141100
Small Business47.6%95.7%
Mid-Market19.3%0.0%
Enterprise33.1%4.3%
Total page views49819
Total LLM citations3,48522

NVivo

NVivo is the leading qualitative and mixed-methods analysis solution, available in two offerings: NVivo AI Cloud is the new AI-native, cloud-based solution powered by AURA (AI Unified Research Assistant). It guides researchers through project setup, literature search, AI-assisted coding, and grounded analysis—weaving AI assistance into the core workflow from the start. Every AI-generated insight includes a transparent audit trail linking back to source data with human approval gates, ensuring findings are defensible and withstand peer review.

Pros

  • Ease of Use
  • Efficiency Improvement
  • Insights
  • Useful
  • Visualization
  • Analytics

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