# Best Feedback Analytics Software - Page 14

*By [Jeffrey Lin](https://research.g2.com/insights/author/jeffrey-lin)*


Feedback analytics software enables businesses to consolidate and analyze their customer feedback within a single platform. This type of software leverages the capabilities of [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp) to extract actionable insights from unstructured text data, which can be sourced from a variety of different feedback channels, such as review sites, social media, surveys, and customer service tools. Feedback analytics software helps businesses analyze customer sentiment and uncover trends or patterns, empowering them to take action on feedback and improve customer experience (CX).

Feedback analytics solutions allow users to import feedback through integrations with [survey software](https://www.g2.com/categories/survey), social media, and customer service software such as [help desk software](https://www.g2.com/categories/help-desk), [live chat software](https://www.g2.com/categories/live-chat), and [enterprise feedback management software](https://www.g2.com/categories/enterprise-feedback-management). All-in-one feedback analytics solutions offer these integrations in addition to built-in survey capabilities for soliciting customer feedback or reviews. Businesses may also use [text analysis software](https://www.g2.com/categories/text-analysis) for analyzing other types of unstructured text data; however, feedback analytics software is designed specifically for extracting insights from customer feedback.

To qualify for inclusion in the Feedback Analytics category, a product must:

- Centralize customer feedback collected from multiple sources and channels
- Use NLP to extract insights from text feedback, including key phrases, sentiment, and trends
- Provide dashboards and visualizations for text data
- Integrate with review sites, survey tools, or help desks through which users can source customer feedback





## Top Feedback Analytics Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) | 4.4/5.0 (23,299 reviews) | Structured feedback collection with automated response analytics | "[Easy to Use for Everyone, with Powerful Tools and Resources](https://www.g2.com/survey_responses/surveymonkey-review-13110611)" |
| 2 | [Birdeye](https://www.g2.com/products/birdeye/reviews) | 4.7/5.0 (4,032 reviews) | Multi-location review aggregation with AI-sentiment analytics | "[Great Product for Reviews Online Presence](https://www.g2.com/survey_responses/birdeye-review-10224463)" |
| 3 | [Medallia Customer Experience](https://www.g2.com/products/medallia-customer-experience/reviews) | 4.5/5.0 (207 reviews) | Cross-channel VOC analytics with AI-driven text categorization | "[Powerful Customer Insights with Real-Time Actionability](https://www.g2.com/survey_responses/medallia-customer-experience-review-12952963)" |
| 4 | [AskNicely](https://www.g2.com/products/asknicely/reviews) | 4.7/5.0 (1,029 reviews) | — | "[Very user-friendly and gets the job done!](https://www.g2.com/survey_responses/asknicely-review-7865358)" |
| 5 | [Glassbox](https://www.g2.com/products/glassbox/reviews) | 4.9/5.0 (788 reviews) | Digital friction diagnosis via tagless session replay | "[Essential for Identifying User Friction Points](https://www.g2.com/survey_responses/glassbox-review-12699865)" |
| 6 | [Resonate CX](https://www.g2.com/products/resonate-cx/reviews) | 4.6/5.0 (492 reviews) | Close-the-loop NPS with AI-driven driver analysis | "[It is a great experience using resonate!](https://www.g2.com/survey_responses/resonate-cx-review-10777418)" |
| 7 | [Edge](https://www.g2.com/products/eyerate-reviews-edge/reviews) | 4.8/5.0 (199 reviews) | Named-employee review attribution with negative-feedback interception | "[Engaging Insights and Fast, Helpful Support—10/10 Worth the Cost](https://www.g2.com/survey_responses/edge-review-13024000)" |
| 8 | [SurveySparrow](https://www.g2.com/products/surveysparrow/reviews) | 4.4/5.0 (2,024 reviews) | Chat-style NPS and CSAT response collection | "[Easy Setup, Clean Interface, and Smooth Survey Creation](https://www.g2.com/survey_responses/surveysparrow-review-12863198)" |
| 9 | [Chattermill](https://www.g2.com/products/chattermill/reviews) | 4.4/5.0 (236 reviews) | — | "[Intuitive Feedback Analysis with Room for Deeper Insights](https://www.g2.com/survey_responses/chattermill-review-10437099)" |
| 10 | [Hotjar by Contentsquare](https://www.g2.com/products/hotjar-by-contentsquare/reviews) | 4.3/5.0 (329 reviews) | Behavioral session insights with intercept-survey feedback | "[Easy Setup, Clear Heatmaps and Session Recordings for Fast UX Insights](https://www.g2.com/survey_responses/hotjar-by-contentsquare-review-12517804)" |


## G2 Grid® for Feedback Analytics Software
![G2 Grid® for Feedback Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/feedback-analytics/grids.png?focus%5B%5D=541&focus%5B%5D=19432&focus%5B%5D=421&focus%5B%5D=15310&focus%5B%5D=23848&focus%5B%5D=62085&focus%5B%5D=150213&focus%5B%5D=42273)
Highlighted products: SurveyMonkey, Birdeye, Medallia Customer Experience, AskNicely, Glassbox, Resonate CX, Edge, and SurveySparrow.
Underlying data: [Grid® JSON](https://www.g2.com/categories/feedback-analytics/grids.json?focus%5B%5D=surveymonkey&focus%5B%5D=birdeye&focus%5B%5D=medallia-customer-experience&focus%5B%5D=asknicely&focus%5B%5D=glassbox&focus%5B%5D=resonate-cx&focus%5B%5D=eyerate-reviews-edge&focus%5B%5D=surveysparrow)


## How Many Feedback Analytics Software Products Does G2 Track?
**Total Products under this Category:** 237

### Category Stats (Jul 2026)
- **Average Rating**: 4.61/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Verint Voice of the Customer (+0.48%) - Among all products in this category, Verint Voice of the Customer recorded the largest rating increase compared to last month
*Last updated: July 15, 2026*


## How Does G2 Rank Feedback Analytics Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 45,300+ Authentic Reviews
- 237+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.


## Which Feedback Analytics Software Is Best for Your Use Case?

- **Leader:** [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews)
- **Highest Performer:** [Resonate CX](https://www.g2.com/products/resonate-cx/reviews)
- **Easiest to Use:** [Glassbox](https://www.g2.com/products/glassbox/reviews)
- **Top Trending:** [Enterpret](https://www.g2.com/products/enterpret-inc-enterpret/reviews)
- **Best Free Software:** [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews)


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## What Is Feedback Analytics Software?

[Customer Service Software](https://www.g2.com/categories/customer-service)

## What Software Categories Are Similar to Feedback Analytics Software?

- [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management)
- [Text Analysis Software](https://www.g2.com/categories/text-analysis)
- [Experience Management Software](https://www.g2.com/categories/experience-management)