# Thematic, unitQ vs Chattermill Comparison

| | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Star Rating** | 4.8 out of 5 | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 43 | 48 | 236 | 
| **Largest Market Segment** | Enterprise (51.2% of reviews) | Mid-Market (54.2% of reviews) | Mid-Market (48.1% of reviews) | 
| **Entry Level Price** | $25,000.00 Per Year | No pricing available | Contact Us | 

---
## Top Pros & Cons

### Thematic

Pros:
- Ease of Use (7 reviews)
- Customer Support (4 reviews)

Cons:
- Complex Setup (1 reviews)
- Difficult Setup (1 reviews)

### unitQ

Pros:
- Customer Insights (4 reviews)
- Customer Support (2 reviews)

Cons:
- Accuracy Issues (1 reviews)
- Complex Setup (1 reviews)

### Chattermill

Pros:
- Ease of Use (26 reviews)
- Feedback Management (24 reviews)

Cons:
- Insufficient Information (8 reviews)
- Not Intuitive (7 reviews)

---
## Ratings Comparison
| Rating | Thematic | unitQ | Chattermill | 
|---|---|---|---|
  | **Meets Requirements** | 9.3 (27 reviews) | 8.3 (46 reviews) | 8.7 (206 reviews) | 
  | **Ease of Use** | 9.4 (29 reviews) | 8.5 (47 reviews) | 8.7 (211 reviews) | 
  | **Ease of Setup** | 8.9 (22 reviews) | 7.7 (25 reviews) | 8.5 (128 reviews) | 
  | **Ease of Admin** | 8.9 (17 reviews) | 8.7 (19 reviews) | 8.9 (54 reviews) | 
  | **Quality of Support** | 9.8 (28 reviews) | 9.0 (45 reviews) | 9.1 (164 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.9 (17 reviews) | 9.5 (20 reviews) | 9.1 (50 reviews) | 
  | **Product Direction (% positive)** | 9.0 (23 reviews) | 9.7 (46 reviews) | 9.4 (198 reviews) | 

---
## Pricing

### Thematic

#### Entry-Level Pricing

Plan: Foundation

Price: $25,000.00 Per Year

Description: Get a comprehensive view of themes, sentiment and categories in your VoC and feedback data, with white glove support.

Key Features:
- Up to 25,000 comments
- Up to 3 datasets (a CSV file or pulled from a data source)
- AI powered Thematic and Sentiment analysis

[Browse all 2 editions](https://www.g2.com/products/thematic/pricing)

#### Free Trial

Yes

### unitQ

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Chattermill

#### Entry-Level Pricing

Plan: Enterprise

Price: Contact Us

Description: Unify your customer experience analytics in one place to discover insights across the customer journey. Scales with your needs, from one team or business unit to your whole organisation.

Key Features:
- SSO, user management and API access to manage large organisations
- Access to customer success managers, insight analysts and professional service offerings.
- Advanced feature access to scale granular insights and workflows

[Learn more about Chattermill](https://www.g2.com/products/chattermill/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Feedback Analytics

| Product | Score | Reviews |
|---|---|---|
| **Thematic** | 9.0/10 | 7 |
| **unitQ** | 8.1/10 | 41 |
| **Chattermill** | 8.2/10 | 141 |

#### Feedback Management

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Tagging** | Not enough data | 8.0 (40 reviews) | 8.1 (128 reviews) | 
| **Segmentation** | 9.2 (6 reviews) | 8.0 (37 reviews) | 8.2 (123 reviews) | 
| **Custom Reports and Dashboards** | 9.7 (5 reviews) | 7.8 (38 reviews) | 8.5 (128 reviews) | 

#### Feedback Analysis

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Thematic Analysis** | 9.5 (7 reviews) | 8.2 (37 reviews) | 8.4 (130 reviews) | 
| **Sentiment Analysis** | 8.6 (6 reviews) | 8.4 (40 reviews) | 8.6 (129 reviews) | 
| **NPS/CSAT Scoring** | 8.7 (5 reviews) | 7.4 (33 reviews) | 8.6 (121 reviews) | 

#### Feedback Sources

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Online Reviews** | Not enough data | 8.4 (38 reviews) | 8.7 (114 reviews) | 
| **Surveys** | 8.0 (5 reviews) | 7.8 (29 reviews) | 8.8 (114 reviews) | 
| **Social Media** | Not enough data | 8.4 (36 reviews) | 7.6 (95 reviews) | 
| **Customer Service Channels** | Not enough data | 9.0 (35 reviews) | 8.2 (110 reviews) | 

#### Generative AI

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (27 reviews) | 7.2 (76 reviews) | 
| **AI Text Summarization** | Not enough data | 8.2 (28 reviews) | 7.4 (81 reviews) | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Thematic** | N/A | N/A |
| **unitQ** | 8.0/10 | 11 |
| **Chattermill** | 8.3/10 | 61 |

#### Setup

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Integration** | Not enough data | 8.6 (11 reviews) | 8.1 (51 reviews) | 
| **Maintenance** | Not enough data | 8.2 (11 reviews) | 8.4 (51 reviews) | 
| **No-Code** | Not enough data | 8.3 (8 reviews) | 8.7 (43 reviews) | 

#### Data

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Security** | Not enough data | 8.5 (10 reviews) | 8.5 (46 reviews) | 
| **Data Visualization** | Not enough data | 8.3 (10 reviews) | 8.7 (55 reviews) | 

#### Analysis

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Automation** | Not enough data | 8.3 (10 reviews) | 8.6 (49 reviews) | 
| **Named entity recognition** | Not enough data | 7.7 (8 reviews) | 8.2 (39 reviews) | 
| **Keyphrase Extraction** | Not enough data | 8.1 (8 reviews) | 8.4 (49 reviews) | 
| **Topic Analysis** | Not enough data | 7.8 (9 reviews) | 8.4 (49 reviews) | 
| **Sentiment Analysis** | Not enough data | 7.9 (8 reviews) | 8.8 (53 reviews) | 
| **Language Identification** | Not enough data | 8.8 (8 reviews) | 8.5 (46 reviews) | 
| **Syntax/Part of Speech Parsing** | Not enough data | 7.5 (6 reviews) | 8.1 (13 reviews) | 

#### Customization

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Pre-Built Parameterization** | Not enough data | 7.6 (7 reviews) | 8.0 (34 reviews) | 
| **Custom Extension** | Not enough data | 7.1 (7 reviews) | 7.9 (34 reviews) | 
| **Compositionality** | Feature Not Available | 6.9 (7 reviews) | 7.7 (34 reviews) | 

#### Generative AI

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (7 reviews) | 7.5 (27 reviews) | 
| **AI Text Summarization** | Not enough data | 7.7 (8 reviews) | 8.0 (30 reviews) | 

### Enterprise Feedback Management

| Product | Score | Reviews |
|---|---|---|
| **Thematic** | N/A | N/A |
| **unitQ** | 8.4/10 | 11 |
| **Chattermill** | 8.5/10 | 53 |

#### Generative AI

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (8 reviews) | 8.2 (16 reviews) | 
| **AI Text Summarization** | Not enough data | 8.3 (8 reviews) | 8.5 (18 reviews) | 

#### Survey Management

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Brand Design Consistency** | Not enough data | 8.5 (11 reviews) | 8.6 (35 reviews) | 
| **Survey Deployment** | Not enough data | 7.7 (10 reviews) | 8.4 (31 reviews) | 
| **Feedback Collection** | Not enough data | 9.1 (11 reviews) | 8.8 (39 reviews) ✓ Verified | 
| **Device Responsiveness** | Not enough data | 8.5 (10 reviews) | 8.5 (37 reviews) | 

#### Process Management

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Feedback Aggregation** | Not enough data | 9.1 (11 reviews) | 8.7 (45 reviews) ✓ Verified | 
| **Trigger Alerts** | Not enough data | 8.6 (11 reviews) | 8.3 (34 reviews) | 
| **Real-Time Analysis** | Not enough data | 8.5 (11 reviews) | 8.5 (41 reviews) ✓ Verified | 
| **Real-Time Action** | Not enough data | 8.0 (11 reviews) | 8.3 (35 reviews) | 

#### System Management

| Feature | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Security** | Not enough data | 8.3 (11 reviews) | 8.9 (37 reviews) ✓ Verified | 
| **System Monitoring** | Not enough data | 8.0 (11 reviews) | 8.6 (31 reviews) ✓ Verified | 

---
## Categories
**Shared Categories (3):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management), [Feedback Analytics Software](https://www.g2.com/categories/feedback-analytics)





---
## Reviewer Demographics

### By Company Size

| Segment | Thematic | unitQ | Chattermill | 
|---|---|---|---|
| **Small-Business** | 17.1% | 8.3% | 8.2% | 
| **Mid-Market** | 31.7% | 54.2% | 48.1% | 
| **Enterprise** | 51.2% | 37.5% | 43.8% | 

### By Industry

#### Thematic

- **Retail:** 9.8%
- **Telecommunications:** 7.3%
- **Computer Software:** 7.3%
- **Financial Services:** 7.3%
- **Airlines/Aviation:** 4.9%
- **Automotive:** 4.9%
- **Commercial Real Estate:** 4.9%
- **Insurance:** 4.9%
- **Internet:** 4.9%
- **Marketing and Advertising:** 4.9%
- **Other:** 39.0%

#### unitQ

- **Information Technology and Services:** 22.9%
- **Entertainment:** 12.5%
- **Computer Software:** 10.4%
- **Financial Services:** 10.4%
- **Consumer Services:** 8.3%
- **Gambling & Casinos:** 8.3%
- **Sports:** 4.2%
- **Banking:** 2.1%
- **E-Learning:** 2.1%
- **Food & Beverages:** 2.1%
- **Other:** 16.7%

#### Chattermill

- **Retail:** 14.6%
- **Financial Services:** 9.7%
- **Food & Beverages:** 8.8%
- **Information Technology and Services:** 7.1%
- **Consumer Services:** 6.2%
- **Oil & Energy:** 5.8%
- **Leisure, Travel & Tourism:** 4.0%
- **Internet:** 4.0%
- **Hospitality:** 4.0%
- **Consumer Goods:** 3.5%
- **Other:** 32.3%

---
## Alternatives

### Alternatives to Thematic

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (517 reviews)
- [Qualtrics Customer Experience](https://www.g2.com/products/qualtrics-customer-experience/reviews) — 4.3/5 stars (751 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4063 reviews)
- [SurveySparrow](https://www.g2.com/products/surveysparrow/reviews) — 4.4/5 stars (2062 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (2914 reviews)
- [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23548 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1538 reviews)
- [Kapture CX](https://www.g2.com/products/kapture-cx/reviews) — 4.5/5 stars (357 reviews)

### Alternatives to unitQ

- [Qualtrics Customer Experience](https://www.g2.com/products/qualtrics-customer-experience/reviews) — 4.3/5 stars (751 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4063 reviews)
- [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) — 4.4/5 stars (7331 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1538 reviews)
- [Kapture CX](https://www.g2.com/products/kapture-cx/reviews) — 4.5/5 stars (357 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23548 reviews)
- [Dialpad Connect](https://www.g2.com/products/dialpad-connect/reviews) — 4.4/5 stars (4165 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (2914 reviews)
- [SurveySparrow](https://www.g2.com/products/surveysparrow/reviews) — 4.4/5 stars (2062 reviews)

### Alternatives to Chattermill

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (517 reviews)
- [Qualtrics Customer Experience](https://www.g2.com/products/qualtrics-customer-experience/reviews) — 4.3/5 stars (751 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4063 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23548 reviews)
- [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews)
- [SurveySparrow](https://www.g2.com/products/surveysparrow/reviews) — 4.4/5 stars (2062 reviews)
- [Mouseflow](https://www.g2.com/products/mouseflow/reviews) — 4.6/5 stars (690 reviews)
- [UserTesting](https://www.g2.com/products/usertesting/reviews) — 4.4/5 stars (790 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1538 reviews)

---
## Top Discussions

### Thematic

- Title: [What is the programming language used to create this, purely out of interest.  It’s very clever !](https://www.g2.com/discussions/30176-what-is-the-programming-language-used-to-create-this-purely-out-of-interest-it-s-very-clever) — 1 comment
  > **Top comment:** "Thanks Tim! We use a combination of Python and Rust for speed! Many of the algorithms we use have been written in-house based on many years of research...."

### unitQ

No discussions available for this product.

### Chattermill

- Title: [What is Chattermill used for?](https://www.g2.com/discussions/what-is-chattermill-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Chattermill is a customer feedback analytics and costumer insights platform that helps you unify and analyze feedback across every channel including surveys,..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/thematic-vs-unitq-vs-chattermill)