# 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** | 4.5 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 236 | 42 | 
| **Largest Market Segment** | Mid-Market (48.1% 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 (206 reviews) | 8.7 (31 reviews) | 
  | **Ease of Use** | 8.7 (211 reviews) | 8.7 (31 reviews) | 
  | **Ease of Setup** | 8.5 (128 reviews) | 9.2 (18 reviews) | 
  | **Ease of Admin** | 8.9 (54 reviews) | 8.9 (17 reviews) | 
  | **Quality of Support** | 9.1 (164 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 (198 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

Yes

### 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 | 141 |
| **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 (128 reviews) | 8.3 (10 reviews) | 

#### Feedback Analysis

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Thematic Analysis** | 8.4 (130 reviews) | 9.2 (10 reviews) | 
| **Sentiment Analysis** | 8.6 (129 reviews) | 9.2 (10 reviews) | 
| **NPS/CSAT Scoring** | 8.6 (121 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) | 

#### Data

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Security** | 8.5 (46 reviews) | 9.6 (8 reviews) | 
| **Data Visualization** | 8.7 (55 reviews) | 8.8 (8 reviews) | 

#### 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) | 

#### 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 | 

### Enterprise Feedback Management

| Product | Score | Reviews |
|---|---|---|
| **Chattermill** | 8.5/10 | 53 |
| **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 | 

#### 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 (39 reviews) ✓ Verified | Not enough data | 
| **Device Responsiveness** | 8.5 (37 reviews) | 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 | 

#### System Management

| Feature | Chattermill | Kapiche | 
|---|---|---|
| **Security** | 8.9 (37 reviews) ✓ Verified | Not enough data | 
| **System Monitoring** | 8.6 (31 reviews) ✓ Verified | 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** | 8.2% | 9.8% | 
| **Mid-Market** | 48.1% | 48.8% | 
| **Enterprise** | 43.8% | 41.5% | 

### 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%

#### 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 (518 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 (4064 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 (2063 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 Kapiche

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (518 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 (4064 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (2914 reviews)
- [Nicereply](https://www.g2.com/products/nicereply/reviews) — 4.5/5 stars (431 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1538 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 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)

---
## 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)