# Domo, NVivo vs Grow.com Comparison

| | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.0 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 1,005 | 138 | 274 | 
| **Largest Market Segment** | Mid-Market (54.2% of reviews) | Small-Business (48.1% of reviews) | Small-Business (63.8% of reviews) | 
| **Entry Level Price** | Free Trial | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Domo

Pros:
- Ease of Use (247 reviews)
- Data Visualization (116 reviews)

Cons:
- Learning Curve (66 reviews)
- Missing Features (59 reviews)

### NVivo

Pros:
- Ease of Use (2 reviews)
- Efficiency Improvement (2 reviews)

Cons:
- Not User-Friendly (3 reviews)
- Poor Customer Support (3 reviews)

### Grow.com

Pros:
- Ease of Use (29 reviews)
- User Interface (16 reviews)

Cons:
- Expensive (8 reviews)
- Missing Features (8 reviews)

---
## Ratings Comparison
| Rating | Domo | NVivo | Grow.com | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (863 reviews) | 8.5 (99 reviews) | 8.5 (231 reviews) | 
  | **Ease of Use** | 8.3 (879 reviews) | 7.6 (102 reviews) | 8.3 (234 reviews) | 
  | **Ease of Setup** | 7.8 (561 reviews) | 7.2 (25 reviews) | 8.0 (158 reviews) | 
  | **Ease of Admin** | 8.1 (471 reviews) | 7.9 (19 reviews) | 8.5 (141 reviews) | 
  | **Quality of Support** | 8.1 (750 reviews) | 7.7 (76 reviews) | 8.9 (220 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (469 reviews) | 7.5 (12 reviews) | 8.8 (138 reviews) | 
  | **Product Direction (% positive)** | 8.6 (857 reviews) | 7.2 (99 reviews) | 8.8 (220 reviews) | 

---
## Pricing

### Domo

#### Entry-Level Pricing

Plan: Free

Price: Free Trial

Description: Try out the Domo platform for 30 days. No credit card required.

Key Features:
- Full Platform
- Unlimited users
- Onboarding support

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

#### Free Trial

Yes

### NVivo

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Grow.com

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.1/10 | 737 |
| **NVivo** | 7.0/10 | 31 |
| **Grow.com** | 8.1/10 | 191 |

#### Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | 7.0 (22 reviews) ✓ Verified | 8.5 (162 reviews) | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | 6.7 (21 reviews) ✓ Verified | 7.9 (147 reviews) | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | 7.3 (23 reviews) ✓ Verified | 8.7 (176 reviews) | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | 6.7 (17 reviews) ✓ Verified | 8.4 (127 reviews) | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | 7.6 (19 reviews) ✓ Verified | 9.0 (176 reviews) | 

#### Self Service 

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | 8.3 (167 reviews) | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | 8.4 (168 reviews) | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | 8.0 (151 reviews) | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | 7.4 (142 reviews) | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | 8.1 (138 reviews) | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | 7.2 (118 reviews) | 

#### Advanced Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Predictive Analytics** | 6.8 (440 reviews) ✓ Verified | Not enough data | 7.1 (99 reviews) | 
| **Data Visualization** | 8.7 (625 reviews) ✓ Verified | Not enough data | 8.6 (162 reviews) | 
| **Big Data Services** | 8.0 (475 reviews) ✓ Verified | Not enough data | 7.7 (114 reviews) | 

#### Building Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | 8.2 (101 reviews) | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | 8.2 (93 reviews) | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | 7.8 (92 reviews) | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | 8.0 (95 reviews) | 

#### Platform

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.4/10 | 723 |
| **NVivo** | 7.0/10 | 32 |
| **Grow.com** | 8.0/10 | 198 |

#### Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | 7.0 (22 reviews) ✓ Verified | 8.5 (162 reviews) | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | 6.7 (21 reviews) ✓ Verified | 7.9 (147 reviews) | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | 7.3 (23 reviews) ✓ Verified | 8.7 (176 reviews) | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | 6.7 (17 reviews) ✓ Verified | 8.4 (127 reviews) | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | 7.6 (19 reviews) ✓ Verified | 9.0 (176 reviews) | 

#### Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reports Interface** | 8.6 (25 reviews) | Not enough data | 8.4 (50 reviews) | 
| **Share Reports** | 8.8 (23 reviews) | Not enough data | 8.2 (49 reviews) | 
| **Steps to Answer** | 8.3 (22 reviews) | Not enough data | 7.9 (49 reviews) | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | 5.7 (31 reviews) | 
| **AI Text Summarization** | 7.5 (17 reviews) | Not enough data | 5.7 (31 reviews) | 

#### Visualization

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Graphs and Charts** | 8.5 (24 reviews) | Not enough data | 8.4 (52 reviews) | 
| **Score Cards** | 8.3 (23 reviews) | Not enough data | 8.4 (49 reviews) | 
| **Dashboards** | 8.3 (24 reviews) | Not enough data | 8.7 (50 reviews) | 
| **Formats** | 8.6 (22 reviews) | Not enough data | 8.0 (49 reviews) | 

#### Data Updates

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Historical Snapshots** | 8.3 (21 reviews) | Not enough data | 7.8 (47 reviews) | 
| **Real-Time Updating** | 9.0 (21 reviews) | Not enough data | 7.9 (49 reviews) | 

#### Collaboration

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Sharing** | 8.5 (21 reviews) | Not enough data | 8.3 (50 reviews) | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | 7.8 (49 reviews) | 
| **Devices** | 8.5 (21 reviews) | Not enough data | 7.8 (47 reviews) | 

#### Data Updates

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (25 reviews) | Not enough data | 8.1 (95 reviews) | 
| **Real-Time Updating** | 8.7 (26 reviews) | Not enough data | 8.4 (110 reviews) | 
| **Email Reports** | 7.9 (27 reviews) | Not enough data | 8.1 (88 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 7.7/10 | 763 |
| **NVivo** | N/A | N/A |
| **Grow.com** | 7.2/10 | 197 |

#### Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | 7.0 (22 reviews) ✓ Verified | 8.5 (162 reviews) | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | 6.7 (21 reviews) ✓ Verified | 7.9 (147 reviews) | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | 7.3 (23 reviews) ✓ Verified | 8.7 (176 reviews) | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | 6.7 (17 reviews) ✓ Verified | 8.4 (127 reviews) | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | 7.6 (19 reviews) ✓ Verified | 9.0 (176 reviews) | 

#### Data Preparation

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Connectors** | 8.3 (266 reviews) ✓ Verified | Not enough data | 8.4 (38 reviews) | 
| **Data Governance** | 8.0 (256 reviews) ✓ Verified | Not enough data | 8.2 (31 reviews) | 

#### Data Modeling and Blending

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Querying** | 8.2 (260 reviews) ✓ Verified | Not enough data | 8.5 (37 reviews) | 
| **Data Filtering** | 8.4 (260 reviews) ✓ Verified | Not enough data | 8.4 (37 reviews) | 
| **Data Blending** | 8.4 (255 reviews) ✓ Verified | Not enough data | 8.5 (38 reviews) | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | 6.5 (146 reviews) | Not enough data | 5.7 (18 reviews) | 
| **AI Text Summarization** | 6.4 (146 reviews) | Not enough data | 5.6 (18 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.1 (51 reviews) | Not enough data | 5.8 (10 reviews) | 
| **Multi-step Planning** | 7.1 (51 reviews) | Not enough data | 6.0 (10 reviews) | 
| **Cross-system Integration** | 7.4 (51 reviews) | Not enough data | 7.2 (10 reviews) | 
| **Adaptive Learning** | 7.2 (50 reviews) | Not enough data | 5.7 (10 reviews) | 
| **Natural Language Interaction** | 7.1 (50 reviews) | Not enough data | 5.5 (10 reviews) | 
| **Proactive Assistance** | 7.0 (49 reviews) | Not enough data | 6.7 (10 reviews) | 
| **Decision Making** | 7.2 (51 reviews) | Not enough data | 6.8 (10 reviews) | 

#### Self Service 

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | 8.3 (167 reviews) | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | 8.4 (168 reviews) | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | 8.0 (151 reviews) | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | 7.4 (142 reviews) | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | 8.1 (138 reviews) | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | 7.2 (118 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **No-code Dashboard Builder** | 8.3 (62 reviews) | Not enough data | 6.8 (10 reviews) | 
| **Report Scheduling and Automation** | 8.2 (59 reviews) | Not enough data | 7.0 (10 reviews) | 
| **Embedded Analytics and White-labeling** | 8.0 (50 reviews) | Not enough data | 6.8 (10 reviews) | 
| **Data Source Connectivity** | 8.4 (56 reviews) | Not enough data | 8.3 (10 reviews) | 

#### Advanced Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Predictive Analytics** | 6.8 (440 reviews) ✓ Verified | Not enough data | 7.1 (99 reviews) | 
| **Data Visualization** | 8.7 (625 reviews) ✓ Verified | Not enough data | 8.6 (162 reviews) | 
| **Big Data Services** | 8.0 (475 reviews) ✓ Verified | Not enough data | 7.7 (114 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Large data handling and Query Speed** | 7.9 (56 reviews) | Not enough data | 7.7 (10 reviews) | 
| **Concurrent User Support** | 8.2 (52 reviews) | Not enough data | 7.5 (10 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Modeling and Governance** | 7.8 (50 reviews) | Not enough data | 7.0 (10 reviews) | 
| **Notebook and Script Integration** | 7.8 (50 reviews) | Not enough data | 6.8 (10 reviews) | 
| **Built-in Predictive and Statistical Models** | 7.4 (49 reviews) | Not enough data | 6.2 (10 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.0 (48 reviews) | Not enough data | 6.3 (10 reviews) | 
| **Natural Language Queries** | 7.1 (47 reviews) | Not enough data | 6.3 (10 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 7.5 (50 reviews) | Not enough data | 7.0 (10 reviews) | 
| **AI Agents for Analytical Follow-ups** | 6.9 (48 reviews) | Not enough data | 5.9 (9 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 6.9 (48 reviews) | Not enough data | 5.6 (9 reviews) | 
| **Role-based Insight Personalization** | 6.9 (48 reviews) | Not enough data | 6.1 (9 reviews) | 
| **Conversational and Prompt-based Analytics** | 6.9 (48 reviews) | Not enough data | 5.7 (9 reviews) | 

#### Building Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | 8.2 (101 reviews) | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | 8.2 (93 reviews) | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | 7.8 (92 reviews) | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | 8.0 (95 reviews) | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.2/10 | 734 |
| **NVivo** | N/A | N/A |
| **Grow.com** | 7.7/10 | 191 |

#### Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | 7.0 (22 reviews) ✓ Verified | 8.5 (162 reviews) | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | 6.7 (21 reviews) ✓ Verified | 7.9 (147 reviews) | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | 7.3 (23 reviews) ✓ Verified | 8.7 (176 reviews) | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | 6.7 (17 reviews) ✓ Verified | 8.4 (127 reviews) | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | 7.6 (19 reviews) ✓ Verified | 9.0 (176 reviews) | 

#### Self Service 

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | 8.3 (167 reviews) | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | 8.4 (168 reviews) | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | 8.0 (151 reviews) | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | 7.4 (142 reviews) | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | 8.1 (138 reviews) | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | 7.2 (118 reviews) | 

#### Building Reports

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | 8.2 (101 reviews) | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | 8.2 (93 reviews) | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | 7.8 (92 reviews) | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | 8.0 (95 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.0/10 | 41 |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### Data Source Access

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Breadth of Data Sources** | 8.6 (37 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | 8.6 (37 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | 8.0 (35 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Profiling and Classification** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | 7.1 (32 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 7.5 (31 reviews) | Not enough data | Not enough data | 
| **Data Joining** | 8.9 (33 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 8.8 (32 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 8.0 (33 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | 8.3 (33 reviews) | Not enough data | Not enough data | 
| **Data Governance** | 8.0 (33 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Breadth of Integrations** | 8.2 (35 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 8.1 (34 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 8.1 (33 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | 6.3 (27 reviews) | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 7.5/10 | 30 |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### Administration

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Modelling** | 7.8 (29 reviews) | Not enough data | Not enough data | 
| **Recommendations** | 7.3 (30 reviews) | Not enough data | Not enough data | 
| **Workflow Management** | 7.7 (30 reviews) | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | 8.6 (30 reviews) | Not enough data | Not enough data | 

#### Management

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Business Glossary** | 6.8 (24 reviews) | Not enough data | Not enough data | 
| **Data Discovery** | 6.7 (25 reviews) | Not enough data | Not enough data | 
| **Data Profililng** | 6.7 (24 reviews) | Not enough data | Not enough data | 
| **Reporting and Visualization** | 8.2 (25 reviews) | Not enough data | Not enough data | 
| **Data Lineage** | 8.2 (25 reviews) | Not enough data | Not enough data | 

#### Compliance

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Sensitive Data Compliance** | 8.0 (29 reviews) | Not enough data | Not enough data | 
| **Training and Guidelines** | 7.7 (29 reviews) | Not enough data | Not enough data | 
| **Policy Enforcement** | 7.9 (30 reviews) | Not enough data | Not enough data | 
| **Compliance Monitoring** | 7.8 (29 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Access Control** | 8.3 (26 reviews) | Not enough data | Not enough data | 
| **Roles Management** | 7.9 (26 reviews) | Not enough data | Not enough data | 
| **Compliance Management** | 7.8 (25 reviews) | Not enough data | Not enough data | 

#### Data Quality

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Preparation** | 8.3 (28 reviews) | Not enough data | Not enough data | 
| **Data Distribution** | 8.5 (26 reviews) | Not enough data | Not enough data | 
| **Data Unification** | 8.5 (28 reviews) | Not enough data | Not enough data | 

#### Maintainence

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Quality Management** | 7.4 (25 reviews) | Not enough data | Not enough data | 
| **Policy Management** | 7.5 (24 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | 6.5 (25 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 6.2 (25 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.9 (16 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.1 (16 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.1 (15 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.1 (15 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 6.8 (15 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.2 (16 reviews) | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.0/10 | 44 |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### Management

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Reporting** | 8.4 (41 reviews) | Not enough data | Not enough data | 
| **Auditing** | 7.2 (39 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Extraction** | 8.0 (40 reviews) | Not enough data | Not enough data | 
| **Transformation** | 8.4 (40 reviews) | Not enough data | Not enough data | 
| **Loading** | 7.8 (39 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.5 (41 reviews) | Not enough data | Not enough data | 
| **Scalability** | 7.9 (38 reviews) | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 6.2/10 | 25 |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### System

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 7.6 (20 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Language Support** | 7.5 (24 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | 7.7 (24 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 6.3 (24 reviews) | Not enough data | Not enough data | 
| **Model Training** | Feature Not Available | Not enough data | Not enough data | 

#### Model Development

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Feature Engineering** | 6.3 (19 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Computer Vision** | Feature Not Available | Not enough data | Not enough data | 
| **Natural Language Processing** | 6.2 (22 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | 6.2 (22 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Feature Not Available | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Natural Language Understanding** | 5.8 (18 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | 5.8 (18 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Managed Service** | 6.6 (22 reviews) | Not enough data | Not enough data | 
| **Application** | 6.4 (23 reviews) | Not enough data | Not enough data | 
| **Scalability** | 7.0 (24 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | 6.0 (12 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 4.3 (12 reviews) | Not enough data | Not enough data | 
| **AI Text-to-Image** | 4.0 (10 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **NVivo** | 4.5/10 | 6 |
| **Grow.com** | N/A | N/A |

#### Setup

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Integration** | Not enough data | 4.3 (5 reviews) | Not enough data | 
| **Maintenance** | Not enough data | 2.5 (6 reviews) | Not enough data | 
| **No-Code** | Not enough data | 5.3 (5 reviews) | Not enough data | 

#### Data

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Security** | Not enough data | 6.0 (5 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | 5.7 (5 reviews) | Not enough data | 

#### Analysis

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Automation** | Not enough data | 5.0 (5 reviews) | Not enough data | 
| **Named entity recognition** | Not enough data | 5.0 (5 reviews) | Not enough data | 
| **Keyphrase Extraction** | Not enough data | 2.3 (5 reviews) | Not enough data | 
| **Topic Analysis** | Not enough data | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | Not enough data | 
| **Language Identification** | Not enough data | Not enough data | Not enough data | 
| **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | Not enough data | 

#### Customization

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Pre-Built Parameterization** | Not enough data | Not enough data | Not enough data | 
| **Custom Extension** | Not enough data | Not enough data | Not enough data | 
| **Compositionality** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **NVivo** | N/A | N/A |
| **Grow.com** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Domo (8):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to NVivo (1):** [Text Analysis Software](https://www.g2.com/categories/text-analysis)

**Unique to Grow.com (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Domo | NVivo | Grow.com | 
|---|---|---|---|
| **Small-Business** | 13.5% | 48.1% | 63.8% | 
| **Mid-Market** | 54.2% | 19.5% | 32.8% | 
| **Enterprise** | 32.3% | 32.3% | 3.4% | 

### By Industry

#### Domo

- **Computer Software:** 9.6%
- **Marketing and Advertising:** 7.4%
- **Information Technology and Services:** 6.1%
- **Hospital & Health Care:** 5.4%
- **Financial Services:** 4.5%
- **Retail:** 3.7%
- **Internet:** 3.5%
- **Telecommunications:** 3.0%
- **Consumer Goods:** 2.4%
- **Staffing and Recruiting:** 2.1%
- **Other:** 52.4%

#### NVivo

- **Higher Education:** 30.1%
- **Research:** 28.6%
- **Education Management:** 13.5%
- **Hospital & Health Care:** 3.8%
- **Market Research:** 3.0%
- **Management Consulting:** 2.3%
- **Professional Training & Coaching:** 1.5%
- **Primary/Secondary Education:** 1.5%
- **Government Administration:** 1.5%
- **Information Technology and Services:** 0.8%
- **Other:** 13.5%

#### Grow.com

- **Marketing and Advertising:** 13.7%
- **Information Technology and Services:** 8.0%
- **Computer Software:** 7.6%
- **Internet:** 4.2%
- **Health, Wellness and Fitness:** 3.8%
- **Financial Services:** 3.4%
- **Retail:** 3.4%
- **Consumer Goods:** 3.0%
- **E-Learning:** 2.7%
- **Real Estate:** 2.7%
- **Other:** 47.5%

---
## Alternatives

### Alternatives to Domo

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3652 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (286 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)

### Alternatives to NVivo

- [ATLAS.ti](https://www.g2.com/products/atlas-ti/reviews) — 4.7/5 stars (60 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [MAXQDA](https://www.g2.com/products/maxqda/reviews) — 4.5/5 stars (38 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Canva](https://www.g2.com/products/canva/reviews) — 4.7/5 stars (7497 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Visme](https://www.g2.com/products/visme/reviews) — 4.5/5 stars (483 reviews)

### Alternatives to Grow.com

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Databox](https://www.g2.com/products/databox-databox/reviews) — 4.4/5 stars (194 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews)
- [Klipfolio](https://www.g2.com/products/klipfolio/reviews) — 4.5/5 stars (256 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (286 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [NinjaCat](https://www.g2.com/products/ninjacat/reviews) — 4.2/5 stars (316 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

---
## Top Discussions

### Domo

- Title: [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) — 1 comment
  > **Top comment:** "<p>Domo is used for business intelligence and data analytics.</p>"
- Title: [What is Domo?](https://www.g2.com/discussions/what-is-domo) — 1 comment, 2 upvotes *(includes official response)*
  > **Top comment:** "Domo brings your business and all its data together in one intuitive platform. With Domo, it’s easy to see the information you care about in one place and..."

### NVivo

- Title: [What is NVivo used for?](https://www.g2.com/discussions/what-is-nvivo-used-for) — 1 comment
  > **Top comment:** "NVivo is used for qualitative data analysis, helping researchers organize, analyze, and visualize unstructured data such as interviews, surveys, focus..."
- Title: [What is NVivo software used for?](https://www.g2.com/discussions/what-is-nvivo-software-used-for) — 1 comment
  > **Top comment:** "Qualitative interviews coding"

### Grow.com

- Title: [Can you blend multiple data sources?](https://www.g2.com/discussions/can-you-blend-multiple-data-sources) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Data mashups are included on our Standard and Premium plans. Our software makes it easy to bring together multiple data sources in a single metric, so you..."
- Title: [Joining multiple reports question](https://www.g2.com/discussions/joining-multiple-reports-question) — 1 comment, 1 upvote
  > **Top comment:** "Hi Patrick, Grow should be capable of executing this. If I'm following, it would probably be best to use the Column Cleanup transform on each report,..."
- Title: [Can I have a yearly review with an account rep to update and add metrics?](https://www.g2.com/discussions/15665-can-i-have-a-yearly-review-with-an-account-rep-to-update-and-add-metrics) — 1 comment, 1 upvote
  > **Top comment:** "We have a unique contract since we have dashboards for both internal use and our clients, but the Grow team has always been receptive to providing..."
- Title: [Can you connect to all my data sources?](https://www.g2.com/discussions/can-you-connect-to-all-my-data-sources) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We have over 150 integrations to popular tools like Salesforce, Quickbooks, Google Analytics, Shopify, and many more! You can also access data from..."
- Title: [Are we too small to use Grow?](https://www.g2.com/discussions/are-we-too-small-to-use-grow) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We love working with startups and small companies. (After all, we’re a startup, too!) Our pricing is flexible enough to fit companies of any size.

What..."

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