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# Chattermill vs unitQ Comparison - What are their main differences?

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ChattermillunitQ[+ Add Product](#)

Reviews

**Chattermill** [

4.4/5(238)

](https://www.g2.com/products/chattermill/reviews#reviews)

**unitQ** [

4.5/5(48)

](https://www.g2.com/products/unitq/reviews#reviews)

Pricing

**Chattermill**
 **Contact Us** · Enterprise

**unitQ**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Chattermill**
2 months

Based on 20 responses

**unitQ**
2 months

Based on 7 responses

Return on Investment

**Chattermill**
13 months

Based on 16 responses

**unitQ**
Not enough reviews yet

Perceived Cost

**Chattermill**
$$$$$

**unitQ**
Not enough reviews yet

Average Discount

**Chattermill**
15%

**unitQ**
Not enough reviews yet

 ![Chattermill](https://images.g2crowd.com/uploads/product/hd_favicon/275ddd1ecb179bc29565f5a4f9be11ae/chattermill.svg "Chattermill")

 ![unitQ](https://images.g2crowd.com/uploads/product/hd_favicon/dae68a74a34548036ccffeb03bedcc5a/unitq.svg "unitQ")

G2 offers free advice on this comparison.

Chat with an expert

How do we contact you?

 ![](/assets/advisor_router/text_message-df41c2977e57ce19bdccb768c56510d9fa9182b581f7903660ca57fd8634bf09.svg)Text Message

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Who do you want to talk with?

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 ![](/assets/advisor_router/human-26a980d7eed0089d422337af1b2588329a59f3fec5a0eff6d1b43312553d4c7b.svg)Human

Pros & Cons

**Chattermill**
[
Ease of Use (26)
](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1592736&qs=pros-and-cons#reviews)[
Feedback Management (24)
](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594249&qs=pros-and-cons#reviews)[
Insufficient Information (8)
](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594161&qs=pros-and-cons#reviews)[
Not Intuitive (7)
](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1954791&qs=pros-and-cons#reviews)

**unitQ**
[
Customer Insights (4)
](https://www.g2.com/products/unitq/reviews?filters%5Bsentiment_snippet%5D=1646849&qs=pros-and-cons#reviews)[
Customer Support (2)
](https://www.g2.com/products/unitq/reviews?filters%5Bsentiment_snippet%5D=1649879&qs=pros-and-cons#reviews)[
Accuracy Issues (1)
](https://www.g2.com/products/unitq/reviews?filters%5Bsentiment_snippet%5D=1956395&qs=pros-and-cons#reviews)[
Complex Setup (1)
](https://www.g2.com/products/unitq/reviews?filters%5Bsentiment_snippet%5D=1956396&qs=pros-and-cons#reviews)

Integrations

**Chattermill**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_da24ab8969ae1c7989ab7867d0dd2142/aircall.png "Product Avatar Image")

Aircall

](https://www.g2.com/products/aircall/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1a15c569377490b264a25ebf2db4cd56/alchemer-survey.png "Product Avatar Image")

Alchemer Survey

](https://www.g2.com/products/alchemer-survey/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f4f87648b1bab73362ec5785f9e0d373/appfigures.png "Product Avatar Image")

Appfigures

](https://www.g2.com/products/appfigures/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_445a26ebb2994878a27e1c965e65c363/asknicely.png "Product Avatar Image")

AskNicely

](https://www.g2.com/products/asknicely/reviews)[
View all
](https://www.g2.com/products/chattermill/integrations)

**unitQ**
Not enough data

Screenshots

**Chattermill**
 ![Chattermill screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1439433/2.png)

**unitQ**
 ![unitQ screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1454114/G2-Screenshot-1.png)

Ratings

Meets Requirements

**Chattermill**

8.7

8.7208

**unitQ**

8.3

8.346

Ease of Use

**Chattermill**

8.7

8.7213

**unitQ**

8.5

8.547

Ease of Setup

**Chattermill**

8.5

8.5130

**unitQ**

7.7

7.725

Ease of Admin

**Chattermill**

8.9

8.954

**unitQ**

8.7

8.719

Quality of Support

**Chattermill**

9.1

9.1166

**unitQ**

9.0

9.045

Has the product been a good partner in doing business?

**Chattermill**

9.1

9.150

**unitQ**

9.5

9.520

Product Direction (% positive)

**Chattermill**

9.4

9.4199

**unitQ**

9.7

9.746

Features

Feedback Analytics[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

8.2

143

8.1

41

Feedback Management

Tagging

8.1(won by 0.1)

128

8.0

40

Segmentation

8.2(won by 0.2)

123

8.0

37

Custom Reports and Dashboards

8.5(won by 0.7)

130

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

38

Feedback Analysis

Thematic Analysis

8.4(won by 0.2)

132

8.2

37

Sentiment Analysis

8.6(won by 0.2)

130

8.4

40

NPS/CSAT Scoring

8.6(won by 1.2)

122

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.4

33

Feedback Sources

Online Reviews

8.7(won by 0.3)

114

8.4

38

Surveys

8.8(won by 1.0)

114

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

29

Social Media

7.6

95

8.4(won by 0.8)

36

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Customer Service Channels

8.2

110

9.0(won by 0.8)

35

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Generative AI

AI Text Generation

7.2

76

8.0(won by 0.8)

27

 (There is a greater than 0.5 difference between this product's rating and its competitors)

AI Text Summarization

7.4

81

8.2(won by 0.8)

28

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Text Analysis[Hide 58 FeaturesShow 58 Features](javascript:void(0);)

8.3

61

8.0

11

Setup

Integration

8.1

51

8.6(won by 0.5)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Maintenance

8.4(won by 0.2)

51

8.2

11

No-Code

8.7(won by 0.4)

43

8.3

8

Third-Party Integrations

Not enough data

Not enough data

Data

Security

8.5(tied score)

46

8.5(tied score)

10

Data Visualization

8.7(won by 0.4)

55

8.3

10

Real-Time Data

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Analysis

Automation

8.6(won by 0.3)

49

8.3

10

Named entity recognition

8.2(won by 0.5)

39

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

8

Keyphrase Extraction

8.4(won by 0.3)

49

8.1

8

Topic Analysis

8.4(won by 0.6)

49

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.8

9

Sentiment Analysis

8.8(won by 0.9)

53

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.9

8

Language Identification

8.5

46

8.8(won by 0.3)

8

Syntax/Part of Speech Parsing

8.1(won by 0.6)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.5

6

Multi-Language

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Qualitative Comparative Analysis

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

User Research Analysis

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Quantitative Analysis

Not enough data

Not enough data

Customization

Pre-Built Parameterization

8.0(won by 0.4)

34

7.6

7

Custom Extension

7.9(won by 0.8)

34

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.1

7

Compositionality

7.7(won by 0.8)

34

 (There is a greater than 0.5 difference between this product's rating and its competitors)

6.9

7

Generative AI

AI Text Generation

7.5

27

7.9(won by 0.4)

7

AI Text Summarization

8.0(won by 0.3)

30

7.7

8

Generative AI

Not enough data

Not enough data

Additional Functionality

Monitoring

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Collection

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Computer Assisted Coding

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Mixed Methods Research

Not enough data

Not enough data

Website Analytics

Not enough data

Not enough data

Multimedia Support

Not enough data

Not enough data

Media Analytics

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Annotations

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Data Coding

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

API

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Enterprise Feedback Management[Hide 65 FeaturesShow 65 Features](javascript:void(0);)

8.5

54

8.4

11

Generative AI

AI Text Generation

8.2(won by 0.3)

16

7.9

8

AI Text Summarization

8.5(won by 0.2)

18

8.3

8

Generative AI

Not enough data

Not enough data

Survey Management

Brand Design Consistency

8.6(won by 0.1)

35

8.5

11

Survey Deployment

8.4(won by 0.7)

31

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

10

Feedback Collection

8.8

40

|

Verified

9.1(won by 0.3)

11

Device Responsiveness

8.5(tied score)

37

8.5(tied score)

10

Surveys & Feedback

Not enough data

Not enough data

Mobile Survey

Not enough data

Not enough data

Pulse Surveys

Not enough data

Not enough data

Process Management

Feedback Aggregation

8.7

45

|

Verified

9.1(won by 0.4)

11

Trigger Alerts

8.3

34

8.6(won by 0.3)

11

Real-Time Analysis

8.5(tied score)

41

|

Verified

8.5(tied score)

11

Real-Time Action

8.3(won by 0.3)

35

8.0

11

360 Degree Feedback

Not enough data

Not enough data

Anonymous Feedback

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

System Management

Security

8.9(won by 0.6)

37

|

Verified

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

11

System Monitoring

8.6(won by 0.6)

31

|

Verified

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.0

11

SSL Security

Not enough data

Not enough data

GPS

Not enough data

Not enough data

Additional Functionality

Customer Experience Management

Not enough data

Not enough data

NPS of Employees

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Question Library

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Multi-Channel Distribution

Not enough data

Not enough data

Ratings/Reviews

Not enough data

Not enough data

Negative Feedback Management

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Template Management

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Social Media Integration

Not enough data

Not enough data

Text Fields

Not enough data

Not enough data

Customizable Questions

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Conditional Logic

Not enough data

Not enough data

Website Integration

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

API

Not enough data

Not enough data

NPS of Customers

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Survey/Poll Management

Not enough data

Not enough data

Segmentation

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

NPS Survey Structure

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Question Branching

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Chattermill](https://images.g2crowd.com/uploads/product/hd_favicon/275ddd1ecb179bc29565f5a4f9be11ae/chattermill.svg "Chattermill")](https://www.g2.com/products/chattermill/reviews)

Chattermill

Small-Business(50 or fewer emp.)

8.1%

Mid-Market(51-1000 emp.)

47.7%

Enterprise(\> 1000 emp.)

44.3%

[![unitQ](https://images.g2crowd.com/uploads/product/hd_favicon/dae68a74a34548036ccffeb03bedcc5a/unitq.svg "unitQ")](https://www.g2.com/products/unitq/reviews)

unitQ

Small-Business(50 or fewer emp.)

8.3%

Mid-Market(51-1000 emp.)

54.2%

Enterprise(\> 1000 emp.)

37.5%

Small-Business

(50 or fewer emp.)

8.1%

8.3%

Mid-Market

(51-1000 emp.)

47.7%

54.2%

Enterprise

(\> 1000 emp.)

44.3%

37.5%

Reviewers' Industry

[![Chattermill](https://images.g2crowd.com/uploads/product/hd_favicon/275ddd1ecb179bc29565f5a4f9be11ae/chattermill.svg "Chattermill")](https://www.g2.com/products/chattermill/reviews)
Chattermill

Retail

14.5%

Financial Services

9.6%

Food & Beverages

8.8%

Information Technology and Services

7.0%

Oil & Energy

6.6%

Other

53.5%

[![unitQ](https://images.g2crowd.com/uploads/product/hd_favicon/dae68a74a34548036ccffeb03bedcc5a/unitq.svg "unitQ")](https://www.g2.com/products/unitq/reviews)
unitQ

Information Technology and Services

22.9%

Entertainment

12.5%

Computer Software

10.4%

Financial Services

10.4%

Consumer Services

8.3%

Other

35.4%

Alternatives

**Chattermill Alternatives**

 ![Thematic](https://images.g2crowd.com/uploads/product/hd_favicon/d764a7357a004e7c2755a9b816ef4312/thematic.svg "Thematic")

[
Thematic
](/products/thematic/reviews)

 ![Rapidminer AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg "Rapidminer AI Studio")

[
Rapidminer AI Studio
](/products/rapidminer-studio/reviews)

 ![Qualtrics Customer Experience](https://images.g2crowd.com/uploads/product/hd_favicon/8890eea0cb317c903c079caf28914e83/qualtrics-customer-experience%282%29.svg "Qualtrics Customer Experience")

[
Qualtrics Customer Experience
](/products/qualtrics-customer-experience/reviews)

 ![Glassbox](https://images.g2crowd.com/uploads/product/hd_favicon/0e92ee7cb332bc287c7337ecd9f352be/glassbox.svg "Glassbox")

[
Glassbox
](/products/glassbox/reviews)

**unitQ Alternatives**

 ![Qualtrics Customer Experience](https://images.g2crowd.com/uploads/product/hd_favicon/8890eea0cb317c903c079caf28914e83/qualtrics-customer-experience%282%29.svg "Qualtrics Customer Experience")

[
Qualtrics Customer Experience
](/products/qualtrics-customer-experience/reviews)

 ![Glassbox](https://images.g2crowd.com/uploads/product/hd_favicon/0e92ee7cb332bc287c7337ecd9f352be/glassbox.svg "Glassbox")

[
Glassbox
](/products/glassbox/reviews)

 ![Birdeye](https://images.g2crowd.com/uploads/product/hd_favicon/514fe0a03abf96030f2ff069dc84ec93/birdeye.svg "Birdeye")

[
Birdeye
](/products/birdeye/reviews)

 ![Salesforce Service Cloud](https://images.g2crowd.com/uploads/product/hd_favicon/e2170cb2fb1e97e4b23447ad004fa376/agentforce-service-formerly-salesforce-service-cloud.svg "Salesforce Service Cloud")

[
Salesforce Service Cloud
](/products/agentforce-service-formerly-salesforce-service-cloud/reviews)