# Domo, Make vs Workato Comparison

| | Domo | Make | Workato | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 1,005 | 301 | 755 | 
| **Largest Market Segment** | Mid-Market (54.2% of reviews) | Small-Business (77.2% of reviews) | Mid-Market (44.9% of reviews) | 
| **Entry Level Price** | Free Trial | Free | Free 50000 Credits | 

---
## Top Pros & Cons

### Domo

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

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

### Make

Pros:
- Automation (22 reviews)
- Ease of Use (20 reviews)

Cons:
- Error Handling (7 reviews)
- Learning Curve (7 reviews)

### Workato

Pros:
- Ease of Use (366 reviews)
- Integrations (245 reviews)

Cons:
- Complexity (83 reviews)
- Learning Curve (77 reviews)

---
## Ratings Comparison
| Rating | Domo | Make | Workato | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (863 reviews) | 9.1 (208 reviews) | 9.0 (600 reviews) | 
  | **Ease of Use** | 8.3 (879 reviews) | 8.4 (211 reviews) | 8.9 (610 reviews) | 
  | **Ease of Setup** | 7.8 (561 reviews) | 8.2 (159 reviews) | 8.8 (481 reviews) | 
  | **Ease of Admin** | 8.1 (471 reviews) | 8.5 (120 reviews) | 9.0 (370 reviews) | 
  | **Quality of Support** | 8.1 (750 reviews) | 8.3 (171 reviews) | 9.2 (586 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (469 reviews) | 9.2 (110 reviews) | 9.4 (367 reviews) | 
  | **Product Direction (% positive)** | 8.6 (857 reviews) | 8.7 (193 reviews) | 9.5 (585 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

### Make

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: Design, build, and automate with a visual drag-and-drop interface.

Key Features:
- 1,000 credits/month
- No-code workflow builder
- 3000+ apps

[Browse all 5 editions](https://www.g2.com/products/integromat-by-celonis-make/pricing)

#### Free Trial

Yes

### Workato

#### Entry-Level Pricing

Plan: Free

Price: Free 50000 Credits

Description: Best for getting started and building your first AI-powered workflows

Key Features:
- Enterprise MCP & AI agents
- Workflow orchestration
- API management

[Browse all 3 editions](https://www.g2.com/products/workato/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.1/10 | 737 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Self Service 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Predictive Analytics** | 6.8 (440 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Visualization** | 8.7 (625 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Big Data Services** | 8.0 (475 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Platform

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reports Interface** | 8.6 (25 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.8 (23 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.3 (22 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 7.5 (17 reviews) | Not enough data | Not enough data | 

#### Visualization

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Graphs and Charts** | 8.5 (24 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (23 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.3 (24 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.6 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Historical Snapshots** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 9.0 (21 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Sharing** | 8.5 (21 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.5 (21 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (25 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.7 (26 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 7.9 (27 reviews) | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 7.7/10 | 763 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Connectors** | 8.3 (266 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Governance** | 8.0 (256 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Querying** | 8.2 (260 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Filtering** | 8.4 (260 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Blending** | 8.4 (255 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Text Generation** | 6.5 (146 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 6.4 (146 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.1 (51 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.1 (51 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.4 (51 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.2 (50 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.1 (50 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.0 (49 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.2 (51 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **No-code Dashboard Builder** | 8.3 (62 reviews) | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | 8.2 (59 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.0 (50 reviews) | Not enough data | Not enough data | 
| **Data Source Connectivity** | 8.4 (56 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Predictive Analytics** | 6.8 (440 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Visualization** | 8.7 (625 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Big Data Services** | 8.0 (475 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Large data handling and Query Speed** | 7.9 (56 reviews) | Not enough data | Not enough data | 
| **Concurrent User Support** | 8.2 (52 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Modeling and Governance** | 7.8 (50 reviews) | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.8 (50 reviews) | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.4 (49 reviews) | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.0 (48 reviews) | Not enough data | Not enough data | 
| **Natural Language Queries** | 7.1 (47 reviews) | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.5 (50 reviews) | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 6.9 (48 reviews) | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 6.9 (48 reviews) | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | 6.9 (48 reviews) | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | 6.9 (48 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.2/10 | 734 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reports Interface** | 8.5 (669 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Steps to Answer** | 7.9 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.8 (670 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (591 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Dashboards** | 8.7 (666 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Self Service 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (602 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | 8.3 (614 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | 8.1 (579 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | 7.8 (583 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Collaboration / Workflow** | 7.9 (572 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | 7.0 (467 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Transformation** | 8.5 (444 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | 8.1 (319 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (335 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | 7.9 (385 reviews) ✓ Verified | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.0/10 | 41 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Data Source Access

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **AI Text Generation** | 6.3 (27 reviews) | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 7.5/10 | 30 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Administration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 |
| **Make** | N/A | N/A |
| **Workato** | 8.7/10 | 154 |

#### Management

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Reporting** | 8.4 (41 reviews) | Not enough data | 7.8 (116 reviews) | 
| **Auditing** | 7.2 (39 reviews) | Not enough data | 8.3 (123 reviews) | 

#### Functionality

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Extraction** | 8.0 (40 reviews) | Not enough data | 8.8 (130 reviews) | 
| **Transformation** | 8.4 (40 reviews) | Not enough data | 8.7 (133 reviews) | 
| **Loading** | 7.8 (39 reviews) | Not enough data | 8.9 (130 reviews) | 
| **Automation** | 8.5 (41 reviews) | Not enough data | 9.2 (142 reviews) | 
| **Scalability** | 7.9 (38 reviews) | Not enough data | 9.0 (131 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 6.2/10 | 25 |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### System

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 7.6 (20 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **Feature Engineering** | 6.3 (19 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 8.4/10 | 28 |

#### Management

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 8.1 (24 reviews) | 
| **Solution Integration** | Not enough data | Not enough data | 8.8 (24 reviews) | 
| **Infrastructure Compatibility** | Not enough data | Not enough data | 9.0 (24 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 8.7 (25 reviews) | 

#### Solution Provision

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **System Failover** | Not enough data | Not enough data | 8.3 (25 reviews) | 
| **Pay by Usage** | Not enough data | Not enough data | 7.5 (25 reviews) | 
| **Service Provision** | Not enough data | Not enough data | 8.3 (23 reviews) | 

### API Development

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.3/10 | 40 |

#### Development

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **API Testing** | Not enough data | Not enough data | 9.4 (31 reviews) | 
| **Data Security** | Not enough data | Not enough data | 9.3 (30 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 9.7 (31 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.3 (30 reviews) | 

#### Collaboration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Design Management** | Not enough data | Not enough data | 8.9 (29 reviews) | 
| **Access Control** | Not enough data | Not enough data | 8.9 (30 reviews) | 
| **Visibility** | Not enough data | Not enough data | 9.3 (29 reviews) | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | 8.4/10 | 122 |
| **Workato** | 8.7/10 | 342 |

#### Development 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | 9.2 (105 reviews) | 9.1 (274 reviews) | 
| **API Designer** | Not enough data | 8.4 (63 reviews) ✓ Verified | 8.4 (175 reviews) ✓ Verified | 
| **Flow Designer** | Not enough data | 9.2 (83 reviews) ✓ Verified | 9.0 (205 reviews) ✓ Verified | 
| **Pre-Built Connectors** | Not enough data | 9.0 (80 reviews) ✓ Verified | 8.8 (216 reviews) ✓ Verified | 
| **Custom Connectors** | Not enough data | 8.9 (70 reviews) ✓ Verified | 8.5 (195 reviews) ✓ Verified | 
| **Reusable connectors** | Not enough data | 8.7 (60 reviews) | 9.1 (191 reviews) | 
| **Multi - tenant architecture** | Not enough data | 7.7 (54 reviews) | 8.6 (164 reviews) | 

#### Management 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | 8.4 (74 reviews) ✓ Verified | 8.7 (194 reviews) ✓ Verified | 
| **Routing And Orchestration** | Not enough data | 8.5 (75 reviews) ✓ Verified | 8.8 (186 reviews) ✓ Verified | 
| **Data Mapping** | Not enough data | 8.3 (67 reviews) ✓ Verified | 8.9 (194 reviews) ✓ Verified | 
| **Data Transformation** | Not enough data | 8.5 (70 reviews) ✓ Verified | 8.7 (190 reviews) ✓ Verified | 
| **API Management** | Not enough data | Feature Not Available | 8.8 (165 reviews) | 

#### Security

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Encryption** | Not enough data | 8.3 (59 reviews) ✓ Verified | 8.8 (170 reviews) ✓ Verified | 
| **Security Standards** | Not enough data | 8.3 (63 reviews) ✓ Verified | 8.9 (177 reviews) ✓ Verified | 
| **Communication Protocol** | Not enough data | 8.4 (62 reviews) ✓ Verified | 9.0 (173 reviews) ✓ Verified | 

#### Integration Options

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | 8.5 (58 reviews) ✓ Verified | 8.7 (164 reviews) ✓ Verified | 
| **Managed File Transfers** | Not enough data | 8.2 (58 reviews) ✓ Verified | 8.6 (164 reviews) ✓ Verified | 
| **Big Data Processing** | Not enough data | 7.4 (57 reviews) ✓ Verified | 8.1 (158 reviews) ✓ Verified | 
| **EDI** | Not enough data | 7.5 (48 reviews) ✓ Verified | 7.9 (143 reviews) ✓ Verified | 

#### Deployment 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Hybrid** | Not enough data | Feature Not Available | 8.7 (159 reviews) | 
| **Cloud to Cloud** | Not enough data | 8.6 (58 reviews) | 9.0 (169 reviews) | 

### Conversational Support

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Conversational Platform

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Omnichannel** | Not enough data | Not enough data | Not enough data | 
| **Contextual Engagement** | Not enough data | Not enough data | Not enough data | 
| **Proactive Engagement** | Not enough data | Not enough data | Not enough data | 

#### Support Automation

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Intelligent Routing** | Not enough data | Not enough data | Not enough data | 
| **Seamless Escalation** | Not enough data | Not enough data | Not enough data | 
| **Transcripts** | Not enough data | Not enough data | Not enough data | 
| **Self-Serve Support** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Embedded Integration Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.0/10 | 124 |

#### Data

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | 9.2 (106 reviews) | 

#### Development

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Low-Code** | Not enough data | Not enough data | 9.1 (113 reviews) | 
| **Customization** | Not enough data | Not enough data | 8.9 (108 reviews) | 

#### Security

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Authentication** | Not enough data | Not enough data | 9.1 (107 reviews) | 
| **Compliance** | Not enough data | Not enough data | 8.9 (104 reviews) | 

#### Management

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Third-Party Apps** | Not enough data | Not enough data | 8.9 (103 reviews) | 
| **White Labelled** | Not enough data | Not enough data | 8.6 (94 reviews) | 
| **Workflow** | Not enough data | Not enough data | 9.2 (103 reviews) | 
| **Self-Service** | Not enough data | Not enough data | 9.1 (89 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 8.8 (92 reviews) | 
| **Notification** | Not enough data | Not enough data | 8.9 (92 reviews) | 

#### Application Integration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Third Party** | Not enough data | Not enough data | 9.0 (88 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.2 (91 reviews) | 
| **Workflow Automation** | Not enough data | Not enough data | 9.5 (91 reviews) | 
| **Connectivity** | Not enough data | Not enough data | 9.2 (90 reviews) | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.0/10 | 14 |

#### Data Management 

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Auditing** | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **Observability** | Not enough data | Not enough data | 9.1 (11 reviews) | 
| **Data mapping** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.0 (10 reviews) | 

#### Functionality

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Debugging** | Not enough data | Not enough data | 9.0 (10 reviews) | 
| **Workflow Automations** | Not enough data | Not enough data | 9.9 (12 reviews) | 
| **Notifications** | Not enough data | Not enough data | 9.7 (12 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Programmed trigger of data sync** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Incremental data sync** | Not enough data | Not enough data | 9.2 (10 reviews) | 
| **Data audit** | Not enough data | Not enough data | 8.7 (10 reviews) | 

#### Security

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Security Compliance** | Not enough data | Not enough data | 9.0 (10 reviews) | 
| **Data Encryption** | Not enough data | Not enough data | 9.2 (10 reviews) | 

#### Generative AI

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.0 (10 reviews) | 

### API Generation

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.0/10 | 14 |

#### Functionality

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Code extensibility** | Not enough data | Not enough data | 8.6 (12 reviews) | 
| **API variety** | Not enough data | Not enough data | 9.2 (12 reviews) | 
| **Documentation** | Not enough data | Not enough data | 9.0 (12 reviews) | 

#### Governance

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Management** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Role based access control** | Not enough data | Not enough data | 9.0 (12 reviews) | 
| **Security** | Not enough data | Not enough data | 9.0 (12 reviews) | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 10.0/10 | 8 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | 10.0 (5 reviews) | 
| **AI Community Activity** | Not enough data | Not enough data | Not enough data | 

### Process Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 8.9/10 | 72 |

#### Functionality - Process Orchestration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Peak Demand Handling** | Not enough data | Not enough data | 8.4 (53 reviews) | 
| **Process Customization** | Not enough data | Not enough data | 8.9 (55 reviews) | 
| **Process Automation** | Not enough data | Not enough data | 9.3 (64 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 9.4 (59 reviews) | 
| **High-Stakes Process Automation** | Not enough data | Not enough data | 9.0 (51 reviews) | 

#### Integration & Adaptability - Process Orchestration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Third-Party Software Integration** | Not enough data | Not enough data | 9.3 (55 reviews) | 
| **Endpoint Integration** | Not enough data | Not enough data | 9.2 (54 reviews) | 
| **Intuitive Process Design** | Not enough data | Not enough data | 8.9 (58 reviews) | 
| **Real-Time Process Monitoring** | Not enough data | Not enough data | 8.8 (56 reviews) | 
| **Business Process Adaptation** | Not enough data | Not enough data | 8.7 (53 reviews) | 
| **Customer-Facing Process Management** | Not enough data | Not enough data | 8.7 (51 reviews) | 
| **Multi-Endpoint Execution** | Not enough data | Not enough data | 8.9 (51 reviews) | 
| **Regulatory Compliance Management** | Not enough data | Not enough data | 8.9 (51 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.0/10 | 17 |

#### Customization - AI Agent Builders

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Tone Customization** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Security Guardrails** | Not enough data | Not enough data | 9.2 (10 reviews) | 

#### Functionality - AI Agent Builders

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Agent Branding** | Not enough data | Not enough data | 8.8 (11 reviews) | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 8.6 (12 reviews) | 

#### Data and Analytics - AI Agent Builders

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Contextual Awareness** | Not enough data | Not enough data | 9.4 (9 reviews) | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 8.9 (9 reviews) | 

#### Integration - AI Agent Builders

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 9.0 (12 reviews) | 
| **API Usage** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Platform Interoperability** | Not enough data | Not enough data | 9.3 (10 reviews) | 
| **CRM Data Integration** | Not enough data | Not enough data | 9.3 (12 reviews) | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Dependency Management** | Not enough data | Not enough data | Not enough data | 
| **Workflow Coordination** | Not enough data | Not enough data | Not enough data | 
| **Multi-Provider API Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Multi-Step Workflow Creation** | Not enough data | Not enough data | Not enough data | 
| **Enterprise System Integration** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Data Pipelines** | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Workflow Performance Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Workflow Reporting** | Not enough data | Not enough data | Not enough data | 
| **Resource Utilization Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Computational Resource Management** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Scaling** | Not enough data | Not enough data | Not enough data | 
| **Component Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Regulatory Compliance** | Not enough data | Not enough data | Not enough data | 
| **Governance Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Role-Based Access Control** | Not enough data | Not enough data | Not enough data | 
| **Audit Trail Management** | Not enough data | Not enough data | Not enough data | 
| **Security Protocols** | Not enough data | Not enough data | Not enough data | 

### Productivity Bots

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 9.0/10 | 10 |

#### Agentic AI - Productivity Bots

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 9.4 (8 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 9.2 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.9 (6 reviews) | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **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 | Make | Workato | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | N/A | N/A |

#### Management

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 

### API Management

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Make** | N/A | N/A |
| **Workato** | 8.8/10 | 215 |

#### API Construction

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **API Testing** | Not enough data | Not enough data | 8.8 (182 reviews) | 
| **Data Security** | Not enough data | Not enough data | 8.9 (177 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 8.9 (176 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.0 (186 reviews) | 

#### API Management

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **Traffic Control** | Not enough data | Not enough data | 8.7 (164 reviews) | 
| **Logs/Documentation** | Not enough data | Not enough data | 8.4 (183 reviews) | 
| **API Monitoring** | Not enough data | Not enough data | 8.7 (183 reviews) | 
| **Monetization** | Not enough data | Not enough data | Feature Not Available | 
| **Gateway** | Not enough data | Not enough data | 8.5 (163 reviews) | 

#### Data Integration

| Feature | Domo | Make | Workato | 
|---|---|---|---|
| **App Integration** | Not enough data | Not enough data | 9.3 (198 reviews) | 
| **Data Transformation** | Not enough data | Not enough data | 8.8 (186 reviews) | 
| **Plugins** | Not enough data | Not enough data | 8.5 (166 reviews) | 

---
## Categories
**Shared Categories (1):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)

**Unique to Domo (8):** [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), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to Make (2):** [iPaaS Software](https://www.g2.com/categories/ipaas), [API Marketplaces](https://www.g2.com/categories/api-marketplace)

**Unique to Workato (14):** [API Development Tools](https://www.g2.com/categories/api-development), [Embedded Integration Platforms](https://www.g2.com/categories/embedded-integration-platforms), [Reverse ETL Software](https://www.g2.com/categories/reverse-etl), [Data Replication Software](https://www.g2.com/categories/data-replication), [API Management Tools](https://www.g2.com/categories/api-management), [API Generation Software](https://www.g2.com/categories/api-generation), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [iPaaS Software](https://www.g2.com/categories/ipaas), [Process Orchestration Software](https://www.g2.com/categories/process-orchestration), [ETL Tools](https://www.g2.com/categories/etl-tools), [Conversational Support Software](https://www.g2.com/categories/conversational-support), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [Productivity Bots Software](https://www.g2.com/categories/productivity-bots), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration)


---
## Reviewer Demographics

### By Company Size

| Segment | Domo | Make | Workato | 
|---|---|---|---|
| **Small-Business** | 13.5% | 77.2% | 20.0% | 
| **Mid-Market** | 54.2% | 18.9% | 44.9% | 
| **Enterprise** | 32.3% | 3.9% | 35.1% | 

### 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%

#### Make

- **Marketing and Advertising:** 16.1%
- **Computer Software:** 12.8%
- **Information Technology and Services:** 9.5%
- **Financial Services:** 3.6%
- **Retail:** 3.3%
- **Health, Wellness and Fitness:** 2.6%
- **Education Management:** 2.6%
- **Accounting:** 2.6%
- **Internet:** 2.2%
- **Construction:** 1.8%
- **Other:** 43.1%

#### Workato

- **Computer Software:** 22.9%
- **Information Technology and Services:** 20.0%
- **Financial Services:** 5.4%
- **Retail:** 3.7%
- **Construction:** 2.9%
- **Marketing and Advertising:** 2.6%
- **Accounting:** 2.5%
- **Logistics and Supply Chain:** 2.1%
- **Consulting:** 1.9%
- **Hospital & Health Care:** 1.6%
- **Other:** 34.4%

---
## 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 (3650 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
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- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1057 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
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- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (329 reviews)

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- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (744 reviews)
- [Integrately](https://www.g2.com/products/integrately/reviews) — 4.7/5 stars (704 reviews)
- [Tray.ai](https://www.g2.com/products/tray-ai/reviews) — 4.5/5 stars (158 reviews)
- [IFTTT](https://www.g2.com/products/ifttt/reviews) — 4.5/5 stars (117 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [n8n](https://www.g2.com/products/n8n/reviews) — 4.7/5 stars (282 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)

### Alternatives to Workato

- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (744 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2059 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Tray.ai](https://www.g2.com/products/tray-ai/reviews) — 4.5/5 stars (158 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [Postman](https://www.g2.com/products/postman/reviews) — 4.6/5 stars (1772 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Integrately](https://www.g2.com/products/integrately/reviews) — 4.7/5 stars (704 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..."

### Make

- Title: [What is Make (formerly Integromat) used for?](https://www.g2.com/discussions/what-is-make-formerly-integromat-used-for) — 2 comments
  > **Top comment:** "Hi,
Make (formely Integromat) is used to automate work actions by means of scenarios (for example, save your incoming emails in an excel spreadsheet without..."
- Title: [How good is Integromat?](https://www.g2.com/discussions/how-good-is-integromat) — 2 comments
  > **Top comment:** "So far it solved all the scenarios where I needed it, where Z***** failed. Once you understand how to use the data manipulation functions you can literally..."
- Title: [What is Integromat?](https://www.g2.com/discussions/what-is-integromat) — 2 comments
  > **Top comment:** "Integromat is a powerful integration platform that allows you to visualize, design and automate your work in minutes"
- Title: [Can i schedule an operation to run 24 hours after the trigger started?](https://www.g2.com/discussions/can-i-schedule-an-operation-to-run-24-hours-after-the-trigger-started) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Hey Diego, you can use our data store module to schedule the start of the operation, please watch this tutorial to get more info -..."
- Title: [How can i join and support the community?](https://www.g2.com/discussions/12121-how-can-i-join-and-support-the-community) — 2 comments, 1 upvote
  > **Top comment:** "You can find the official Integromat community at Facebook: https://www.facebook.com/groups/integromat/"

### Workato

- Title: [What is a Workato recipe?](https://www.g2.com/discussions/what-is-a-workato-recipe) — 3 comments
  > **Top comment:** "It's their word for a workflow. Basically a set of actions following a trigger. "
- Title: [Other knowledge base I can refer to if I want to start understanding complex workflows?](https://www.g2.com/discussions/31515-other-knowledge-base-i-can-refer-to-if-i-want-to-start-understanding-complex-workflows) — 2 comments, 1 upvote
  > **Top comment:** "I would look at their Community Recipes library - thousands of recipe examples of different levels of complexity."
- Title: [Do you integrate with Slack?](https://www.g2.com/discussions/slack-integrations) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Absolutely! Workbot is a chatbot we built for Slack to enhance your team's productivity and collaboration. Use Workbot across multiple teams in your company..."
- Title: [What are transactions?](https://www.g2.com/discussions/workato-recipe-transactions) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "One transaction is consumed for every successful run of a job. A job can involve a single record or multiple records depending on how the user sets up the..."
- Title: [What is your uptime?](https://www.g2.com/discussions/6885-workato-s-uptime) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "With Workato, you need not worry about uptime or latency issues. We have an average of 99.95%. Visit our status page (http://status.workato.com) for the..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/domo-vs-integromat-by-celonis-make-vs-workato)