# Chattermill vs Kapiche Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Chattermill excels in providing a comprehensive understanding of customer feedback, with users highlighting its ability to closely monitor performance over time. This feature allows teams to pinpoint areas needing improvement effectively.
- **Users say** that Kapiche makes open-end text analysis quick and easy, particularly with its live connection to voice of customer survey data. This integration has become essential for users in their weekly and monthly reporting, showcasing its efficiency in identifying and tracking themes.
- **Reviewers mention** that Chattermill's ease of use and implementation are significant advantages, with many users appreciating the intuitive design that supports their workflow. This has been noted as a key factor in enhancing overall performance and efficiency.
- **According to verified reviews** , Kapiche shines in its customer service and support quality, receiving high praise for responsiveness and helpfulness. Users feel that this level of support enhances their experience and helps them maximize the tool's potential.
- **G2 reviewers highlight** that while Chattermill has a larger user base and more reviews, Kapiche maintains a slightly higher star rating, indicating strong satisfaction among its users. This suggests that Kapiche may resonate well with its specific audience despite having fewer reviews overall.
- **Users report** that both tools offer robust features for text analysis, but Chattermill's summaries are particularly appreciated for their clarity and accessibility, allowing users to quickly grasp essential insights without getting lost in data.



| | Chattermill | Kapiche | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 238 | 42 | 
| **Largest Market Segment** | Mid-Market (47.7% of reviews) | Mid-Market (48.8% of reviews) | 
| **Entry Level Price** | Contact Us | Contact Us 1 Users | 

---
## Top Pros & Cons

### Chattermill

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

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

### Kapiche

Pros:
- Customer Insights (2 reviews)
- Ease of Use (2 reviews)

Cons:
- Accuracy Issues (1 reviews)
- Connection Issues (1 reviews)

---
## Ratings Comparison
| Rating | Chattermill | Kapiche | 
|---|---|---|
  | **Meets Requirements** | 8.7 (208 reviews) | 8.7 (31 reviews) | 
  | **Ease of Use** | 8.7 (213 reviews) | 8.7 (31 reviews) | 
  | **Ease of Setup** | 8.5 (130 reviews) | 9.2 (18 reviews) | 
  | **Ease of Admin** | 8.9 (54 reviews) | 8.9 (17 reviews) | 
  | **Quality of Support** | 9.1 (166 reviews) | 9.9 (31 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (50 reviews) | 9.7 (17 reviews) | 
  | **Product Direction (% positive)** | 9.4 (199 reviews) | 8.9 (22 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

No

### Kapiche

#### Entry-Level Pricing

Plan: Business

Price: Contact Us 1 Users

Key Features:
- Creator user - 1
- Explorer user - 3
- Max rows per project - 100k 

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Feedback Analytics

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | 8.2/10 | 143 |
| **Kapiche** | 9.0/10 | 10 |

#### Feedback Management

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Tagging** | 8.1 (128 reviews) | 8.5 (8 reviews) | 
| **Segmentation** | 8.2 (123 reviews) | 8.8 (8 reviews) | 
| **Custom Reports and Dashboards** | 8.5 (130 reviews) | 8.3 (10 reviews) | 

#### Feedback Analysis

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Thematic Analysis** | 8.4 (132 reviews) | 9.2 (10 reviews) | 
| **Sentiment Analysis** | 8.6 (130 reviews) | 9.2 (10 reviews) | 
| **NPS/CSAT Scoring** | 8.6 (122 reviews) | 8.9 (9 reviews) | 

#### Feedback Sources

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Online Reviews** | 8.7 (114 reviews) | 9.0 (5 reviews) | 
| **Surveys** | 8.8 (114 reviews) | 10.0 (9 reviews) | 
| **Social Media** | 7.6 (95 reviews) | Not enough data | 
| **Customer Service Channels** | 8.2 (110 reviews) | 9.0 (7 reviews) | 

#### Generative AI

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **AI Text Generation** | 7.2 (76 reviews) | Not enough data | 
| **AI Text Summarization** | 7.4 (81 reviews) | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | 8.3/10 | 61 |
| **Kapiche** | 8.6/10 | 9 |

#### Setup

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Integration** | 8.1 (51 reviews) | 7.9 (8 reviews) | 
| **Maintenance** | 8.4 (51 reviews) | 8.6 (7 reviews) | 
| **No-Code** | 8.7 (43 reviews) | 9.4 (8 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Data

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Security** | 8.5 (46 reviews) | 9.6 (8 reviews) | 
| **Data Visualization** | 8.7 (55 reviews) | 8.8 (8 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Analysis

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Automation** | 8.6 (49 reviews) | 8.3 (8 reviews) | 
| **Named entity recognition** | 8.2 (39 reviews) | 8.0 (5 reviews) | 
| **Keyphrase Extraction** | 8.4 (49 reviews) | 8.5 (8 reviews) | 
| **Topic Analysis** | 8.4 (49 reviews) | 8.9 (9 reviews) | 
| **Sentiment Analysis** | 8.8 (53 reviews) | 8.7 (9 reviews) | 
| **Language Identification** | 8.5 (46 reviews) | 8.9 (6 reviews) | 
| **Syntax/Part of Speech Parsing** | 8.1 (13 reviews) | 8.9 (6 reviews) | 
| **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

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Pre-Built Parameterization** | 8.0 (34 reviews) | 8.3 (5 reviews) | 
| **Custom Extension** | 7.9 (34 reviews) | Not enough data | 
| **Compositionality** | 7.7 (34 reviews) | 8.0 (5 reviews) | 

#### Generative AI

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **AI Text Generation** | 7.5 (27 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (30 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | 8.5/10 | 54 |
| **Kapiche** | N/A | N/A |

#### Generative AI

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **AI Text Generation** | 8.2 (16 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (18 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Survey Management

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Brand Design Consistency** | 8.6 (35 reviews) | Not enough data | 
| **Survey Deployment** | 8.4 (31 reviews) | Not enough data | 
| **Feedback Collection** | 8.8 (40 reviews) ✓ Verified | Not enough data | 
| **Device Responsiveness** | 8.5 (37 reviews) | Not enough data | 
| **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

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Feedback Aggregation** | 8.7 (45 reviews) ✓ Verified | Not enough data | 
| **Trigger Alerts** | 8.3 (34 reviews) | Feature Not Available | 
| **Real-Time Analysis** | 8.5 (41 reviews) ✓ Verified | Not enough data | 
| **Real-Time Action** | 8.3 (35 reviews) | Feature Not Available | 
| **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

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Security** | 8.9 (37 reviews) ✓ Verified | Not enough data | 
| **System Monitoring** | 8.6 (31 reviews) ✓ Verified | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **GPS** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **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 | 

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




---
## Reviewer Demographics

### By Company Size

| Segment | Chattermill | Kapiche | 
|---|---|---|
| **Small-Business** | 8.1% | 9.8% | 
| **Mid-Market** | 47.7% | 48.8% | 
| **Enterprise** | 44.3% | 41.5% | 

### By Industry

#### Chattermill

- **Retail:** 14.5%
- **Financial Services:** 9.6%
- **Food & Beverages:** 8.8%
- **Information Technology and Services:** 7.0%
- **Oil & Energy:** 6.6%
- **Consumer Services:** 6.1%
- **Leisure, Travel & Tourism:** 3.9%
- **Internet:** 3.9%
- **Hospitality:** 3.9%
- **Consumer Goods:** 3.5%
- **Other:** 32.0%

#### Kapiche

- **Market Research:** 12.2%
- **Automotive:** 9.8%
- **Retail:** 7.3%
- **Logistics and Supply Chain:** 7.3%
- **Information Technology and Services:** 7.3%
- **Higher Education:** 7.3%
- **Transportation/Trucking/Railroad:** 4.9%
- **Broadcast Media:** 2.4%
- **Construction:** 2.4%
- **Consumer Electronics:** 2.4%
- **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 (533 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)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23901 reviews)
- [AskNicely](https://www.g2.com/products/asknicely/reviews) — 4.7/5 stars (1050 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4205 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 (2067 reviews)
- [Mouseflow](https://www.g2.com/products/mouseflow/reviews) — 4.6/5 stars (690 reviews)

### Alternatives to Kapiche

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (533 reviews)
- [Qualtrics Customer Experience](https://www.g2.com/products/qualtrics-customer-experience/reviews) — 4.3/5 stars (751 reviews)
- [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4205 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (2920 reviews)
- [Nicereply](https://www.g2.com/products/nicereply/reviews) — 4.5/5 stars (431 reviews)
- [SurveyMonkey](https://www.g2.com/products/surveymonkey/reviews) — 4.4/5 stars (23901 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1538 reviews)
- [AskNicely](https://www.g2.com/products/asknicely/reviews) — 4.7/5 stars (1050 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 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,..."

### Kapiche

- Title: [How is Kapiche different to other text analytics providers?](https://www.g2.com/discussions/product-0e5727ff-2182-4991-ab3f-7ea3be5274be) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Traditional text analytics is typified by extensive codebooks that are provided upfront to the system. Besides the laborious and costly process just to get..."
- Title: [Can Kapiche be used to analyze text that is not part of a questionnaire/survey?](https://www.g2.com/discussions/product-b27bbf9b-e69b-49af-8416-7bee7ffc18d4) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes. Anywhere you have high volumes of unstructured text (sentence style responses) Kapiche can analyze and provide you context around the themes being..."
- Title: [Where is Kapiche hosted?](https://www.g2.com/discussions/security-30c1f142-7b7e-4b0d-8f1d-18af46347087) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Kapiche is hosted securely on Microsoft Azure, which is trusted by the world’s most security-conscious organizations, including 95% of Fortune 500 businesses.
"
- Title: [How does your pricing work?](https://www.g2.com/discussions/pricing-b0976dcb-ca60-4ee4-949e-d91aa5589670) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Our SaaS subscription tiers are charged per user seats. You can view our full pricing structure here: https://kapiche.com/pricing/
"
- Title: [Can we use Kapiche across multiple languages?](https://www.g2.com/discussions/product-71839231-1163-4fa2-8217-efaae28380bd) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Our algorithm works across any language that uses Latin-based characters and adopts spaces between their words. "

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