# Chattermill, unitQ vs Medallia Customer Experience Comparison

| | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 236 | 48 | 206 | 
| **Largest Market Segment** | Mid-Market (48.1% of reviews) | Mid-Market (54.2% of reviews) | Enterprise (67.7% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | Contact Us Per Year | 

---
## Top Pros & Cons

### Chattermill

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

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

### unitQ

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

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

### Medallia Customer Experience

Pros:
- Feedback Management (15 reviews)
- Ease of Use (13 reviews)

Cons:
- Steep Learning Curve (6 reviews)
- AI Limitations (5 reviews)

---
## Ratings Comparison
| Rating | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (206 reviews) | 8.3 (46 reviews) | 8.7 (149 reviews) | 
  | **Ease of Use** | 8.7 (211 reviews) | 8.5 (47 reviews) | 8.6 (159 reviews) | 
  | **Ease of Setup** | 8.5 (128 reviews) | 7.7 (25 reviews) | 7.3 (114 reviews) | 
  | **Ease of Admin** | 8.9 (54 reviews) | 8.7 (19 reviews) | 7.7 (85 reviews) | 
  | **Quality of Support** | 9.1 (164 reviews) | 9.0 (45 reviews) | 8.5 (132 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (50 reviews) | 9.5 (20 reviews) | 8.7 (89 reviews) | 
  | **Product Direction (% positive)** | 9.4 (198 reviews) | 9.7 (46 reviews) | 9.5 (144 reviews) | 

---
## Pricing

### 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

### unitQ

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Medallia Customer Experience

#### Entry-Level Pricing

Plan: Medallia Experience Cloud

Price: Contact Us Per Year

Key Features:
- Medallia Experience Cloud

[Learn more about Medallia Customer Experience](https://www.g2.com/products/medallia-customer-experience/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Experience Management

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | N/A | N/A |
| **unitQ** | N/A | N/A |
| **Medallia Customer Experience** | 8.0/10 | 70 |

#### Analytics

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Net Promoter Score (NPS)** | Not enough data | Not enough data | 9.4 (55 reviews) | 
| **Customer Satisfaction (CSAT) Score** | Not enough data | Not enough data | 9.2 (54 reviews) | 
| **Customer Effort Score (CES)** | Not enough data | Not enough data | 8.7 (47 reviews) | 
| **Gamification** | Not enough data | Not enough data | 5.9 (43 reviews) | 

#### Customization

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Stakeholder Management** | Not enough data | Not enough data | 8.5 (51 reviews) | 
| **Multilanguage Support** | Not enough data | Not enough data | 7.9 (45 reviews) | 
| **Multiple Branding Support** | Not enough data | Not enough data | 8.5 (44 reviews) | 
| **Vertical-specific Solutions** | Not enough data | Not enough data | 8.2 (44 reviews) | 

#### Generative AI

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.5 (24 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.4 (24 reviews) | 

#### Agentic AI - Experience Management

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.3 (7 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Feedback Analytics

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | 8.2/10 | 141 |
| **unitQ** | 8.1/10 | 41 |
| **Medallia Customer Experience** | 8.1/10 | 57 |

#### Feedback Management

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Tagging** | 8.1 (128 reviews) | 8.0 (40 reviews) | 8.3 (43 reviews) | 
| **Segmentation** | 8.2 (123 reviews) | 8.0 (37 reviews) | 8.5 (41 reviews) | 
| **Custom Reports and Dashboards** | 8.5 (128 reviews) | 7.8 (38 reviews) | 8.4 (48 reviews) | 

#### Feedback Analysis

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Thematic Analysis** | 8.4 (130 reviews) | 8.2 (37 reviews) | 8.1 (47 reviews) | 
| **Sentiment Analysis** | 8.6 (129 reviews) | 8.4 (40 reviews) | 8.4 (48 reviews) | 
| **NPS/CSAT Scoring** | 8.6 (121 reviews) | 7.4 (33 reviews) | 9.4 (49 reviews) | 

#### Feedback Sources

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Online Reviews** | 8.7 (114 reviews) | 8.4 (38 reviews) | 8.3 (37 reviews) | 
| **Surveys** | 8.8 (114 reviews) | 7.8 (29 reviews) | 9.2 (46 reviews) | 
| **Social Media** | 7.6 (95 reviews) | 8.4 (36 reviews) | 7.1 (34 reviews) | 
| **Customer Service Channels** | 8.2 (110 reviews) | 9.0 (35 reviews) | 8.1 (37 reviews) | 

#### Generative AI

| Feature | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **AI Text Generation** | 7.2 (76 reviews) | 8.0 (27 reviews) | 6.7 (21 reviews) | 
| **AI Text Summarization** | 7.4 (81 reviews) | 8.2 (28 reviews) | 6.5 (23 reviews) | 

### Text Analysis

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

#### Setup

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

#### Data

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

#### Analysis

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

#### Customization

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

#### Generative AI

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

### Enterprise Feedback Management

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

#### Generative AI

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

#### Survey Management

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

#### Process Management

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

#### System Management

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

---
## Categories
**Shared Categories (1):** [Feedback Analytics Software](https://www.g2.com/categories/feedback-analytics)

**Unique to Chattermill (2):** [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management), [Text Analysis Software](https://www.g2.com/categories/text-analysis)

**Unique to unitQ (2):** [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management), [Text Analysis Software](https://www.g2.com/categories/text-analysis)

**Unique to Medallia Customer Experience (1):** [Experience Management Software](https://www.g2.com/categories/experience-management)


---
## Reviewer Demographics

### By Company Size

| Segment | Chattermill | unitQ | Medallia Customer Experience | 
|---|---|---|---|
| **Small-Business** | 8.2% | 8.3% | 10.1% | 
| **Mid-Market** | 48.1% | 54.2% | 22.2% | 
| **Enterprise** | 43.8% | 37.5% | 67.7% | 

### By Industry

#### 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%

#### 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%

#### Medallia Customer Experience

- **Hospitality:** 14.0%
- **Financial Services:** 10.2%
- **Information Technology and Services:** 7.5%
- **Retail:** 7.0%
- **Telecommunications:** 5.4%
- **Automotive:** 5.4%
- **Insurance:** 4.8%
- **Health, Wellness and Fitness:** 3.8%
- **Banking:** 3.2%
- **Consumer Goods:** 2.2%
- **Other:** 36.6%

---
## Alternatives

### Alternatives to Chattermill

- [Thematic](https://www.g2.com/products/thematic/reviews) — 4.8/5 stars (43 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 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 (4060 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23545 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)

### 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 (4060 reviews)
- [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) — 4.4/5 stars (7332 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1539 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 (23545 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 (2913 reviews)
- [SurveySparrow](https://www.g2.com/products/surveysparrow/reviews) — 4.4/5 stars (2062 reviews)

### Alternatives to Medallia Customer Experience

- [Qualtrics Customer Experience](https://www.g2.com/products/qualtrics-customer-experience/reviews) — 4.3/5 stars (751 reviews)
- [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews)
- [Verint Voice of the Customer](https://www.g2.com/products/verint-verint-voice-of-the-customer/reviews) — 4.2/5 stars (41 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4060 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23545 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [AskNicely](https://www.g2.com/products/asknicely/reviews) — 4.7/5 stars (1050 reviews)
- [Gainsight Customer Success](https://www.g2.com/products/gainsight-customer-success/reviews) — 4.5/5 stars (1731 reviews)
- [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews)
- [CustomerGauge](https://www.g2.com/products/customergauge/reviews) — 4.6/5 stars (50 reviews)

---
## Top Discussions

### 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,..."

### unitQ

No discussions available for this product.

### Medallia Customer Experience

No discussions available for this product.

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