# Domo vs Reveal Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Domo excels in collaboration features, with users highlighting how easy it is to share dashboards with team members. This capability enhances alignment and ensures everyone has access to the same data, which is crucial for effective teamwork.
- **Users say** Reveal stands out for its user-friendly interface, making analytics easily discoverable. Reviewers appreciate the straightforward design, which allows them to navigate the platform without wasting time, enhancing their overall productivity.
- **According to verified reviews** , Domo's automation features save users significant time by streamlining reporting processes. Users have noted that the platform presents data in a clear and easy-to-understand format, which is essential for quick decision-making.
- **Reviewers mention** that Reveal's SDK allows for seamless embedding of business intelligence directly into applications. This feature is particularly beneficial for companies looking to integrate analytics into their products, providing a native experience for users.
- **G2 reviewers highlight** that while Domo has a robust set of features, some users find it challenging to configure the software to meet their specific workflow needs. This can lead to a steeper learning curve compared to Reveal, which is praised for its ease of setup.
- **Users report** that Reveal offers superior support quality, with many praising the responsiveness and helpfulness of the support team. This level of service can be a deciding factor for businesses that prioritize ongoing assistance and guidance.



| | Domo | Reveal | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 1,085 | 64 | 
| **Largest Market Segment** | Mid-Market (55.0% of reviews) | Small-Business (53.2% of reviews) | 
| **Entry Level Price** | Free Trial | Contact Us | 

---
## Top Pros & Cons

### Domo

Pros:
- Ease of Use (248 reviews)
- Data Visualization (116 reviews)

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

### Reveal

Pros:
- Analytics (7 reviews)
- Pricing (3 reviews)

Cons:
- Difficult Setup (2 reviews)
- Initial Difficulty (2 reviews)

---
## Ratings Comparison
| Rating | Domo | Reveal | 
|---|---|---|
  | **Meets Requirements** | 8.5 (937 reviews) | 9.0 (54 reviews) | 
  | **Ease of Use** | 8.3 (953 reviews) | 8.8 (54 reviews) | 
  | **Ease of Setup** | 7.9 (632 reviews) | 9.1 (25 reviews) | 
  | **Ease of Admin** | 8.1 (517 reviews) | 8.6 (11 reviews) | 
  | **Quality of Support** | 8.1 (820 reviews) | 9.3 (51 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (515 reviews) | 9.7 (10 reviews) | 
  | **Product Direction (% positive)** | 8.6 (916 reviews) | 9.3 (48 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

### Reveal

#### Entry-Level Pricing

Plan: Pricing

Price: Contact Us

Key Features:
- Embedded analytics SDK (no iFrames)
- Interactive dashboards and data visualizations
- Drag-and-drop dashboard builder

[Learn more about Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.3/10 | 810 |
| **Reveal** | 8.9/10 | 36 |

#### Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Reports Interface** | 8.5 (697 reviews) ✓ Verified | 9.3 (31 reviews) | 
| **Steps to Answer** | 7.9 (612 reviews) ✓ Verified | 8.7 (26 reviews) | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 9.2 (31 reviews) | 
| **Score Cards** | 8.3 (598 reviews) ✓ Verified | 8.6 (27 reviews) | 
| **Dashboards** | 8.8 (712 reviews) ✓ Verified | 9.3 (32 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | 7.0 (5 reviews) | Not enough data | 

#### Self Service 

| Feature | Domo | Reveal | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.8 (31 reviews) | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Data Discovery** | 8.1 (585 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Search** | 7.8 (586 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.0 (589 reviews) ✓ Verified | 9.1 (26 reviews) | 
| **Automodeling** | 7.0 (468 reviews) | Feature Not Available | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Reveal | 
|---|---|---|
| **Predictive Analytics** | 6.8 (442 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.8 (646 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (484 reviews) ✓ Verified | Not enough data | 
| **Real-Time Analytics** | 10.0 (5 reviews) | Not enough data | 
| **Reporting/Analytics** | 10.0 (6 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | 10.0 (7 reviews) | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Transformation** | 8.5 (452 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | 8.1 (322 reviews) | Feature Not Available | 
| **WYSIWYG Report Design** | 8.0 (337 reviews) ✓ Verified | 8.6 (21 reviews) | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.4 (18 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

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

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.3/10 | 785 |
| **Reveal** | N/A | N/A |

#### Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Reports Interface** | 8.5 (697 reviews) ✓ Verified | 9.3 (31 reviews) | 
| **Steps to Answer** | 7.9 (612 reviews) ✓ Verified | 8.7 (26 reviews) | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 9.2 (31 reviews) | 
| **Score Cards** | 8.3 (598 reviews) ✓ Verified | 8.6 (27 reviews) | 
| **Dashboards** | 8.8 (712 reviews) ✓ Verified | 9.3 (32 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | 7.0 (5 reviews) | Not enough data | 

#### Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Reports Interface** | 8.6 (28 reviews) | Not enough data | 
| **Share Reports** | 8.9 (24 reviews) | Not enough data | 
| **Steps to Answer** | 8.1 (24 reviews) | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | 7.6 (18 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (19 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Domo | Reveal | 
|---|---|---|
| **Graphs and Charts** | 8.3 (26 reviews) | Not enough data | 
| **Score Cards** | 8.3 (24 reviews) | Not enough data | 
| **Dashboards** | 8.3 (26 reviews) | Not enough data | 
| **Formats** | 8.6 (23 reviews) | Not enough data | 
| **Mobile Dashboards** | Not enough data | Not enough data | 
| **Public Dashboards** | Not enough data | Not enough data | 
| **Private Dashboards** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Domo | Reveal | 
|---|---|---|
| **Historical Snapshots** | 8.3 (23 reviews) | Not enough data | 
| **Real-Time Updating** | 8.8 (23 reviews) | Not enough data | 

#### Collaboration

| Feature | Domo | Reveal | 
|---|---|---|
| **Sharing** | 8.3 (23 reviews) | Not enough data | 
| **Co-Editing** | 8.3 (23 reviews) | Not enough data | 
| **Devices** | 8.4 (23 reviews) | Not enough data | 

#### Data Updates

| Feature | Domo | Reveal | 
|---|---|---|
| **Historical Snapshots** | 8.5 (26 reviews) | Not enough data | 
| **Real-Time Updating** | 8.6 (28 reviews) | Not enough data | 
| **Scheduled/Automated Reports** | 7.9 (29 reviews) | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Interactive Elements** | Not enough data | Not enough data | 
| **Single Page View** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Functions/Calculations** | Not enough data | Not enough data | 
| **Historical Reporting** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Relational Display** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.0/10 | 839 |
| **Reveal** | N/A | N/A |

#### Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Reports Interface** | 8.5 (697 reviews) ✓ Verified | 9.3 (31 reviews) | 
| **Steps to Answer** | 7.9 (612 reviews) ✓ Verified | 8.7 (26 reviews) | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 9.2 (31 reviews) | 
| **Score Cards** | 8.3 (598 reviews) ✓ Verified | 8.6 (27 reviews) | 
| **Dashboards** | 8.8 (712 reviews) ✓ Verified | 9.3 (32 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | 7.0 (5 reviews) | Not enough data | 

#### Data Preparation

| Feature | Domo | Reveal | 
|---|---|---|
| **Connectors** | 8.4 (289 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.0 (259 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Querying** | 8.2 (261 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 8.4 (264 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 8.5 (274 reviews) ✓ Verified | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | 6.5 (148 reviews) | Not enough data | 
| **AI Text Summarization** | 6.4 (149 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **Autonomous Task Execution** | 7.1 (53 reviews) | Not enough data | 
| **Multi-step Planning** | 7.1 (52 reviews) | Not enough data | 
| **Cross-system Integration** | 7.5 (56 reviews) | Not enough data | 
| **Adaptive Learning** | 7.3 (51 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.0 (53 reviews) | Not enough data | 
| **Proactive Assistance** | 7.1 (51 reviews) | Not enough data | 
| **Decision Making** | 7.2 (53 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Domo | Reveal | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.8 (31 reviews) | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Data Discovery** | 8.1 (585 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Search** | 7.8 (586 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.0 (589 reviews) ✓ Verified | 9.1 (26 reviews) | 
| **Automodeling** | 7.0 (468 reviews) | Feature Not Available | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **No-code Dashboard Builder** | 8.4 (71 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.6 (75 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.1 (53 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.6 (79 reviews) | Not enough data | 
| **Multiple Data Sources** | 10.0 (5 reviews) | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Reveal | 
|---|---|---|
| **Predictive Analytics** | 6.8 (442 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.8 (646 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (484 reviews) ✓ Verified | Not enough data | 
| **Real-Time Analytics** | 10.0 (5 reviews) | Not enough data | 
| **Reporting/Analytics** | 10.0 (6 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | 10.0 (7 reviews) | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **Large data handling and Query Speed** | 7.6 (69 reviews) | Not enough data | 
| **Concurrent User Support** | 8.1 (55 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Modeling and Governance** | 7.8 (52 reviews) | Not enough data | 
| **Notebook and Script Integration** | 7.8 (52 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.5 (50 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.0 (50 reviews) | Not enough data | 
| **Natural Language Queries** | 7.1 (50 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.7 (54 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 6.9 (50 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Domo | Reveal | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.0 (49 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 7.0 (51 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.0 (51 reviews) | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Transformation** | 8.5 (452 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | 8.1 (322 reviews) | Feature Not Available | 
| **WYSIWYG Report Design** | 8.0 (337 reviews) ✓ Verified | 8.6 (21 reviews) | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.4 (18 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | 10.0 (10 reviews) | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.2/10 | 804 |
| **Reveal** | 8.9/10 | 36 |

#### Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Reports Interface** | 8.5 (697 reviews) ✓ Verified | 9.3 (31 reviews) | 
| **Steps to Answer** | 7.9 (612 reviews) ✓ Verified | 8.7 (26 reviews) | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 9.2 (31 reviews) | 
| **Score Cards** | 8.3 (598 reviews) ✓ Verified | 8.6 (27 reviews) | 
| **Dashboards** | 8.8 (712 reviews) ✓ Verified | 9.3 (32 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | 7.0 (5 reviews) | Not enough data | 

#### Self Service 

| Feature | Domo | Reveal | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.8 (31 reviews) | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Data Discovery** | 8.1 (585 reviews) ✓ Verified | 9.0 (30 reviews) | 
| **Search** | 7.8 (586 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.0 (589 reviews) ✓ Verified | 9.1 (26 reviews) | 
| **Automodeling** | 7.0 (468 reviews) | Feature Not Available | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Transformation** | 8.5 (452 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | 8.1 (322 reviews) | Feature Not Available | 
| **WYSIWYG Report Design** | 8.0 (337 reviews) ✓ Verified | 8.6 (21 reviews) | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.4 (18 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Application Development** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Geographic Maps** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Integration into Third Party Applications** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Visual Workflow Management** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Streaming Analytics** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Reveal** | N/A | N/A |

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.1/10 | 43 |
| **Reveal** | N/A | N/A |

#### Data Source Access

| Feature | Domo | Reveal | 
|---|---|---|
| **Breadth of Data Sources** | 8.6 (38 reviews) | Not enough data | 
| **Ease of Data Connectivity** | 8.6 (38 reviews) | Not enough data | 
| **API Connectivity** | 8.1 (36 reviews) | Not enough data | 

#### Data Interaction

| Feature | Domo | Reveal | 
|---|---|---|
| **Profiling and Classification** | 7.7 (33 reviews) | Not enough data | 
| **Metadata Management** | 7.2 (33 reviews) | Not enough data | 
| **Data Modeling** | 7.6 (32 reviews) | Not enough data | 
| **Data Joining** | 9.0 (34 reviews) | Not enough data | 
| **Data Blending** | 8.8 (33 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 8.1 (34 reviews) | Not enough data | 
| **Data Sharing** | 8.3 (34 reviews) | Not enough data | 
| **Data Governance** | 7.9 (34 reviews) | Not enough data | 

#### Data Exporting

| Feature | Domo | Reveal | 
|---|---|---|
| **Breadth of Integrations** | 8.3 (36 reviews) | Not enough data | 
| **Ease of Integrations** | 8.2 (35 reviews) | Not enough data | 
| **Data Workflows** | 8.2 (35 reviews) | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | 6.4 (28 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Analysis Tools** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **ETL** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 

### Data Governance

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

#### Administration

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Modelling** | 7.8 (29 reviews) | Not enough data | 
| **Recommendations** | 7.3 (30 reviews) | Not enough data | 
| **Workflow Management** | 7.7 (30 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 8.6 (30 reviews) | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 

#### Management

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

#### Compliance

| Feature | Domo | Reveal | 
|---|---|---|
| **Sensitive Data Compliance** | 8.0 (29 reviews) | Not enough data | 
| **Training and Guidelines** | 7.7 (29 reviews) | Not enough data | 
| **Policy Enforcement** | 7.9 (30 reviews) | Not enough data | 
| **Compliance Monitoring** | 7.8 (29 reviews) | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Domo | Reveal | 
|---|---|---|
| **Access Control** | 8.3 (26 reviews) | Not enough data | 
| **Roles Management** | 7.9 (26 reviews) | Not enough data | 
| **Compliance Management** | 7.8 (25 reviews) | Not enough data | 
| **Deletion Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Process Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### Data Quality

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Preparation** | 8.3 (28 reviews) | Not enough data | 
| **Data Distribution** | 8.5 (26 reviews) | Not enough data | 
| **Data Unification** | 8.5 (28 reviews) | Not enough data | 

#### Maintainence

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Quality Management** | 7.4 (25 reviews) | Not enough data | 
| **Policy Management** | 7.5 (24 reviews) | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | 6.5 (25 reviews) | Not enough data | 
| **AI Text Summarization** | 6.2 (25 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Domo | Reveal | 
|---|---|---|
| **Autonomous Task Execution** | 6.9 (16 reviews) | Not enough data | 
| **Multi-step Planning** | 7.1 (16 reviews) | Not enough data | 
| **Cross-system Integration** | 7.1 (15 reviews) | Not enough data | 
| **Adaptive Learning** | 7.1 (15 reviews) | Not enough data | 
| **Natural Language Interaction** | 6.8 (15 reviews) | Not enough data | 
| **Decision Making** | 7.2 (16 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Active Directory Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.1/10 | 46 |
| **Reveal** | N/A | N/A |

#### Management

| Feature | Domo | Reveal | 
|---|---|---|
| **Reporting** | 8.5 (42 reviews) | Not enough data | 
| **Auditing** | 7.3 (40 reviews) | Not enough data | 

#### Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Extraction** | 8.0 (41 reviews) | Not enough data | 
| **Transformation** | 8.5 (41 reviews) | Not enough data | 
| **Loading** | 7.9 (40 reviews) | Not enough data | 
| **Automation** | 8.5 (43 reviews) | Not enough data | 
| **Scalability** | 7.9 (39 reviews) | Not enough data | 
| **Non-Relational Transformations** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Pipeline Management** | Not enough data | Not enough data | 
| **Job Scheduling** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Accounting Integration** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **eCommerce Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Analysis Tools** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

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

#### System

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Ingestion & Wrangling** | 7.6 (20 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Domo | Reveal | 
|---|---|---|
| **Language Support** | 7.5 (24 reviews) | Not enough data | 
| **Drag and Drop** | 7.7 (24 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 6.3 (24 reviews) | Not enough data | 
| **Model Training** | Feature Not Available | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

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

#### Machine/Deep Learning Services

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

#### Machine/Deep Learning Services

| Feature | Domo | Reveal | 
|---|---|---|
| **Natural Language Understanding** | 5.8 (18 reviews) | Not enough data | 
| **Deep Learning** | 5.8 (18 reviews) | Not enough data | 

#### Deployment

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

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Customizable Reports** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Semantic Search** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Linked Data Management** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Text Mining** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | 6.0 (12 reviews) | Not enough data | 
| **AI Text Summarization** | 4.3 (12 reviews) | Not enough data | 
| **AI Text-to-Image** | 4.0 (10 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Domo | Reveal | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Reveal** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Domo | Reveal | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 
| **API Security** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Domo | Reveal | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 
| **Multimedia Support** | Not enough data | Not enough data | 
| **Multi-Modal Input Support** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Domo | Reveal | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Domo | Reveal | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Version Control** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Webhooks** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Fallback Handling** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Multiple LLM Models** | Not enough data | Not enough data | 
| **Built-in AI Assistant** | Not enough data | Not enough data | 
| **Automated Testing** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Pre-built Templates** | Not enough data | Not enough data | 
| **Agent Design Tools** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Debugging** | Not enough data | Not enough data | 
| **Deployment Management** | Not enough data | Not enough data | 
| **Proactive Error Detection** | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Reveal** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Domo | Reveal | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Reveal** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Domo | Reveal | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Domo | Reveal | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

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

#### AI Agent Management - Agentic Analytics

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

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Reveal** | N/A | N/A |

#### Statistical Tool

| Feature | Domo | Reveal | 
|---|---|---|
| **Scripting** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Domo | Reveal | 
|---|---|---|
| **Analysis** | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | Domo | Reveal | 
|---|---|---|
| **Modeling** | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Reveal | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Reveal | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)

**Unique to Domo (10):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)



---
## Reviewer Demographics

### By Company Size

| Segment | Domo | Reveal | 
|---|---|---|
| **Small-Business** | 14.0% | 53.2% | 
| **Mid-Market** | 55.0% | 27.4% | 
| **Enterprise** | 31.0% | 19.4% | 

### By Industry

#### Domo

- **Computer Software:** 10.8%
- **Information Technology and Services:** 7.5%
- **Marketing and Advertising:** 7.3%
- **Hospital & Health Care:** 5.0%
- **Financial Services:** 4.3%
- **Retail:** 3.7%
- **Internet:** 3.2%
- **Telecommunications:** 2.8%
- **Consumer Goods:** 2.2%
- **Staffing and Recruiting:** 2.0%
- **Other:** 51.0%

#### Reveal

- **Computer Software:** 18.0%
- **Information Technology and Services:** 9.8%
- **Financial Services:** 6.6%
- **Higher Education:** 4.9%
- **Construction:** 4.9%
- **Retail:** 4.9%
- **Banking:** 3.3%
- **Computer & Network Security:** 3.3%
- **Telecommunications:** 3.3%
- **Business Supplies and Equipment:** 1.6%
- **Other:** 39.3%

---
## Alternatives

### Alternatives to Domo

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3787 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (619 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 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 (340 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1656 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (696 reviews)

### Alternatives to Reveal

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3787 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1656 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (619 reviews)
- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) — 4.4/5 stars (423 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (558 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (696 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Google Chart Tools](https://www.g2.com/products/google-chart-tools/reviews) — 4.2/5 stars (513 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..."

### Reveal

- Title: [Do I need to ask IT to do any configurations before I can use the app?](https://www.g2.com/discussions/do-i-need-to-ask-it-to-do-any-configurations-before-i-can-use-the-app) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can connect to data sources without any help from IT. Data stays securely within your organization."
- Title: [Can I customize ReportPlus?](https://www.g2.com/discussions/can-i-customize-reportplus) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can easily embed it into your applications, extend or brand/white label the app to match your or your customers’ corporate identity. You can also deploy..."
- Title: [Which data sources does ReportPlus support?](https://www.g2.com/discussions/which-data-sources-does-reportplus-support) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "ReportPlus for iOS supports:

- Flat files, such as Excel, CSV;
- Content Managers, like Dropbox, Google Drive, Sharepoint;
- Social Networks - Facebook,..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/domo-vs-reveal-2022-05-24)