# Domo vs Looker 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 fosters alignment and ensures everyone has access to the same data, which is crucial for effective teamwork.
- **Users say** that Looker offers a user-friendly experience with its drag-and-drop feature and a familiar G Suite feel. This intuitive interface allows users to quickly navigate and utilize the platform, making it easier to manage data and generate insights.
- **According to verified reviews** , Domo stands out for its automation capabilities, with users appreciating how it saves time by automating reporting and presenting data in a clear, easy-to-understand format. This feature is particularly beneficial for teams looking to streamline their reporting processes.
- **Reviewers mention** that Looker provides a robust set of connectors, enabling users to integrate various data sources seamlessly. This flexibility allows organizations to pull in diverse datasets, enhancing their analytical capabilities and decision-making processes.
- **G2 reviewers highlight** that Domo's real-time updating feature is a significant advantage, with users noting its effectiveness in providing up-to-date information. This capability is essential for businesses that rely on timely data to make informed decisions.
- **Users report** that while both platforms have strong support, Looker receives higher marks for quality of support, with reviewers appreciating the responsiveness and helpfulness of the support team. This can be a deciding factor for organizations that prioritize customer service in their software choices.



---
## Frequently Asked Questions

### What is the difference between Domo vs Looker?

Looker stands out for its slightly higher G2 rating and support scores, while Domo is most frequently praised for ease of use.

| [Domo](https://www.g2.com/products/domo/reviews) | [Looker](https://www.g2.com/products/looker/reviews) |
| --- | --- |
| 4.3/5 (1,084 reviews) | 4.4/5 (1,656 reviews) |
| Mid-Market | Mid-Market |
| 7.9 | 8.3 |
| 8.1 | 8.6 |
| Ease of Use (248 all-time mentions) | — |



### How do the pricing models of Domo and Looker compare?

Looker is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Domo.

- **Domo:** In recent reviews, many cite Domo as expensive for smaller teams and mention unpredictable credit-based pricing.
- **Looker:** Reviewers describe Looker's pricing as acceptable, though some note it can be high for smaller organizations.
- **Switching reasons:** Domo reviewers mention switching due to high costs and a desire for more features included without additional charges.



### What are the best alternatives to Domo and Looker?

The top three alternatives to Domo and Looker are Mode, Tableau, and Alteryx.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1,084 reviews) | Mid-Market | Expensive for smaller teams | Ease of Use (248 all-time mentions) |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1,656 reviews) | Mid-Market | Pricing acceptable but can be high for small orgs | Centralized data model and real-time dashboards |
| [Mode](https://www.g2.com/products/mode-mode/reviews) | 4.5/5 (330 reviews) | Mid-Market | — | — |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3,786 reviews) | Enterprise | — | — |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — |



### Which Analytics Platforms features should I prioritize when comparing Domo and Looker?

Buyers comparing Domo and Looker should prioritize Dashboards, Ease of Setup, Quality of Support, Integrations, and Pricing.

- **Dashboards:** Domo is cited for interactive dashboards (248 all-time mentions for Ease of Use); Looker is praised for real-time, interactive dashboards in recent reviews.
- **Ease of Setup:** Domo scores 7.9; Looker scores 8.3.
- **Quality of Support:** Domo scores 8.1; Looker scores 8.6.
- **Integrations:** Domo is frequently mentioned for strong integrations; Looker is cited for Google Analytics (24 all-time mentions) and Slack (20 all-time mentions).
- **Pricing:** Domo is often described as expensive for smaller teams; Looker is noted as acceptable but high for small organizations.



### What are the pros and cons of Domo vs Looker?

Domo's headline strength is ease of use, while Looker is most frequently praised for its centralized data model and real-time dashboards.

- **Domo strengths:** Ease of Use (248 all-time mentions), Ease of Learning (40), Customer Support (35), Learning Efficiency (25), Easy Learning (22), Community Support (10).
- **Domo trade-offs:** Data Management Issues (55), Expensive (45), Complexity (43), Bugs (31), Limitations (29), Limited Free Access (17), Poor Customer Support (15), Difficult Setup (11).
- **Looker strengths:** Centralized data model with LookML, real-time dashboards, interactive and shareable dashboards, strong integration with Google products.
- **Looker trade-offs:** Learning curve for LookML and advanced features, limited visualization customization, performance can slow with large datasets, higher pricing for small organizations.



### Is Domo or Looker better for small businesses?

Looker is a better fit for small businesses based on reviewer sentiment and market segment alignment.

- **Domo:** Largest segment is Mid-Market; reviewers note Domo can be expensive for smaller teams and mention a steeper learning curve for advanced features.
- **Looker:** Largest segment is Mid-Market; reviewers highlight Looker's real-time dashboards and integrations, with some noting the learning curve but generally positive sentiment for small business use cases.



### Which Analytics Platforms platform has better integrations?

Looker is favored for integrations, especially with Google Analytics and Slack, based on reviewer-cited mentions.

- **Domo:** Reviewers frequently mention strong integrations with ERPs and Salesforce, but no all-time mention counts are supplied for specific third-party tools.
- **Looker:** Google Analytics (24 all-time mentions), Slack (20 all-time mentions), Adjust (18 all-time mentions).



### How do Domo and Looker compare on customer support?

Looker scores higher on Quality of Support by 0.5 points, a material difference over Domo.

- **Domo:** Reviewers mention helpful onboarding and community support, but also cite inconsistent support experiences and a desire for better documentation (35 all-time mentions for Customer Support, 15 for Poor Customer Support).
- **Looker:** Reviewers consistently praise Looker's support, with a Quality of Support score of 8.6, and highlight responsive assistance and helpful onboarding in recent reviews.



### Which is easier to implement, Domo or Looker?

Looker is rated higher for Ease of Setup by 0.4 points, a material difference over Domo.

- **Domo:** Reviewers describe setup as straightforward for basic dashboards but note a learning curve for advanced features and complex configurations.
- **Looker:** Reviewers highlight easy initial setup, especially for Google integrations, and praise the onboarding experience, though some mention a learning curve for advanced modeling.



### Which product has better Dashboards?

Both Domo and Looker are highly rated for Dashboards, with reviewers citing interactive and real-time dashboard capabilities.

- **Domo:** Dashboards are the most frequently mentioned feature, with 248 all-time mentions for Ease of Use and consistent praise for interactive, customizable dashboards.
- **Looker:** Reviewers highlight real-time, interactive dashboards, easy sharing, and strong integration with Google products; recent reviews consistently praise dashboard clarity and customization.



| | Domo | Looker | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 1,091 | 1,653 | 
| **Largest Market Segment** | Mid-Market (55.0% of reviews) | Mid-Market (60.4% of reviews) | 
| **Entry Level Price** | Free Trial | No pricing available | 

---
## Top Pros & Cons

### Domo

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

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

### Looker

Pros:
- Ease of Use (108 reviews)
- Insights (64 reviews)

Cons:
- Learning Curve (52 reviews)
- Learning Difficulty (38 reviews)

---
## Ratings Comparison
| Rating | Domo | Looker | 
|---|---|---|
  | **Meets Requirements** | 8.5 (944 reviews) | 8.7 (1136 reviews) | 
  | **Ease of Use** | 8.3 (960 reviews) | 8.3 (1143 reviews) | 
  | **Ease of Setup** | 7.9 (639 reviews) | 8.3 (619 reviews) | 
  | **Ease of Admin** | 8.1 (525 reviews) | 8.3 (433 reviews) | 
  | **Quality of Support** | 8.1 (827 reviews) | 8.6 (972 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (523 reviews) | 8.9 (412 reviews) | 
  | **Product Direction (% positive)** | 8.6 (922 reviews) | 8.7 (1063 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

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Domo** | 8.3/10 | 815 |
| **Looker** | 8.3/10 | 791 |

#### Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Reports Interface** | 8.5 (698 reviews) ✓ Verified | 8.6 (684 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (613 reviews) ✓ Verified | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 8.2 (677 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (600 reviews) ✓ Verified | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (717 reviews) ✓ Verified | 8.7 (681 reviews) ✓ Verified | 
| **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** | 6.7 (6 reviews) | Not enough data | 

#### Self Service 

| Feature | Domo | Looker | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | 8.1 (586 reviews) ✓ Verified | 8.5 (621 reviews) ✓ Verified | 
| **Search** | 7.8 (586 reviews) ✓ Verified | 8.1 (618 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (592 reviews) ✓ Verified | 8.4 (596 reviews) ✓ Verified | 
| **Automodeling** | 7.0 (469 reviews) | 7.7 (502 reviews) ✓ Verified | 
| **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** | 10.0 (5 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Predictive Analytics** | 6.8 (442 reviews) ✓ Verified | 7.6 (429 reviews) ✓ Verified | 
| **Data Visualization** | 8.8 (648 reviews) ✓ Verified | 8.4 (648 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (484 reviews) ✓ Verified | 8.0 (518 reviews) ✓ Verified | 
| **Real-Time Analytics** | 10.0 (5 reviews) | Not enough data | 
| **Reporting/Analytics** | 10.0 (10 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | 10.0 (12 reviews) | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Data Transformation** | 8.5 (453 reviews) ✓ Verified | 8.3 (387 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (322 reviews) | 8.3 (407 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (339 reviews) ✓ Verified | 8.0 (358 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.1 (331 reviews) ✓ Verified | 
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | 789 |
| **Looker** | 8.2/10 | 754 |

#### Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Reports Interface** | 8.5 (698 reviews) ✓ Verified | 8.6 (684 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (613 reviews) ✓ Verified | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 8.2 (677 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (600 reviews) ✓ Verified | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (717 reviews) ✓ Verified | 8.7 (681 reviews) ✓ Verified | 
| **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** | 6.7 (6 reviews) | Not enough data | 

#### Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Reports Interface** | 8.6 (27 reviews) | 8.5 (113 reviews) | 
| **Share Reports** | 8.9 (24 reviews) | 8.5 (110 reviews) | 
| **Steps to Answer** | 8.1 (24 reviews) | 8.1 (104 reviews) | 

#### Generative AI

| Feature | Domo | Looker | 
|---|---|---|
| **AI Text Generation** | 7.6 (18 reviews) | 7.0 (100 reviews) | 
| **AI Text Summarization** | 7.6 (19 reviews) | 7.1 (100 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Domo | Looker | 
|---|---|---|
| **Graphs and Charts** | 8.3 (26 reviews) | 8.5 (117 reviews) | 
| **Score Cards** | 8.3 (24 reviews) | 8.5 (113 reviews) | 
| **Dashboards** | 8.3 (26 reviews) | 8.7 (118 reviews) | 
| **Formats** | 8.6 (23 reviews) | 8.3 (110 reviews) | 
| **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 | Looker | 
|---|---|---|
| **Historical Snapshots** | 8.3 (23 reviews) | 8.1 (107 reviews) | 
| **Real-Time Updating** | 8.8 (23 reviews) | 8.3 (108 reviews) | 

#### Collaboration

| Feature | Domo | Looker | 
|---|---|---|
| **Sharing** | 8.3 (23 reviews) | 8.4 (109 reviews) | 
| **Co-Editing** | 8.3 (23 reviews) | 8.0 (106 reviews) | 
| **Devices** | 8.4 (23 reviews) | 8.0 (103 reviews) | 

#### Data Updates

| Feature | Domo | Looker | 
|---|---|---|
| **Historical Snapshots** | 8.5 (26 reviews) | 7.8 (137 reviews) | 
| **Real-Time Updating** | 8.6 (28 reviews) | 8.0 (144 reviews) | 
| **Scheduled/Automated Reports** | 7.9 (29 reviews) | 8.5 (146 reviews) | 
| **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 | Looker | 
|---|---|---|
| **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 | 844 |
| **Looker** | 7.9/10 | 813 |

#### Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Reports Interface** | 8.5 (698 reviews) ✓ Verified | 8.6 (684 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (613 reviews) ✓ Verified | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 8.2 (677 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (600 reviews) ✓ Verified | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (717 reviews) ✓ Verified | 8.7 (681 reviews) ✓ Verified | 
| **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** | 6.7 (6 reviews) | Not enough data | 

#### Data Preparation

| Feature | Domo | Looker | 
|---|---|---|
| **Connectors** | 8.4 (290 reviews) ✓ Verified | 8.3 (295 reviews) ✓ Verified | 
| **Data Governance** | 8.0 (259 reviews) ✓ Verified | 8.3 (264 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Domo | Looker | 
|---|---|---|
| **Data Querying** | 8.2 (261 reviews) ✓ Verified | 8.5 (312 reviews) ✓ Verified | 
| **Data Filtering** | 8.4 (264 reviews) ✓ Verified | 8.7 (333 reviews) ✓ Verified | 
| **Data Blending** | 8.5 (276 reviews) ✓ Verified | 8.4 (308 reviews) ✓ Verified | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Domo | Looker | 
|---|---|---|
| **AI Text Generation** | 6.5 (148 reviews) | 7.1 (87 reviews) | 
| **AI Text Summarization** | 6.4 (149 reviews) | 7.1 (85 reviews) | 
| **Generative AI** | Feature Not Available | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **Autonomous Task Execution** | 7.1 (54 reviews) | 7.3 (40 reviews) | 
| **Multi-step Planning** | 7.1 (52 reviews) | 7.4 (38 reviews) | 
| **Cross-system Integration** | 7.5 (56 reviews) | 7.3 (40 reviews) | 
| **Adaptive Learning** | 7.3 (51 reviews) | 7.2 (41 reviews) | 
| **Natural Language Interaction** | 7.0 (53 reviews) | 7.4 (40 reviews) | 
| **Proactive Assistance** | 7.1 (51 reviews) | 7.4 (38 reviews) | 
| **Decision Making** | 7.2 (53 reviews) | 7.8 (39 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Domo | Looker | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | 8.1 (586 reviews) ✓ Verified | 8.5 (621 reviews) ✓ Verified | 
| **Search** | 7.8 (586 reviews) ✓ Verified | 8.1 (618 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (592 reviews) ✓ Verified | 8.4 (596 reviews) ✓ Verified | 
| **Automodeling** | 7.0 (469 reviews) | 7.7 (502 reviews) ✓ Verified | 
| **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** | 10.0 (5 reviews) | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **No-code Dashboard Builder** | 8.4 (71 reviews) | 8.2 (40 reviews) | 
| **Report Scheduling and Automation** | 8.6 (77 reviews) | 8.4 (44 reviews) | 
| **Embedded Analytics and White-labeling** | 8.1 (53 reviews) | 7.8 (36 reviews) | 
| **Data Source Connectivity** | 8.7 (80 reviews) | 8.4 (50 reviews) | 
| **Multiple Data Sources** | 10.0 (9 reviews) | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Predictive Analytics** | 6.8 (442 reviews) ✓ Verified | 7.6 (429 reviews) ✓ Verified | 
| **Data Visualization** | 8.8 (648 reviews) ✓ Verified | 8.4 (648 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (484 reviews) ✓ Verified | 8.0 (518 reviews) ✓ Verified | 
| **Real-Time Analytics** | 10.0 (5 reviews) | Not enough data | 
| **Reporting/Analytics** | 10.0 (10 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | 10.0 (12 reviews) | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **Large data handling and Query Speed** | 7.6 (70 reviews) | 7.1 (58 reviews) | 
| **Concurrent User Support** | 8.1 (56 reviews) | 8.1 (36 reviews) | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **Data Modeling and Governance** | 7.8 (52 reviews) | 8.1 (47 reviews) | 
| **Notebook and Script Integration** | 7.8 (52 reviews) | 7.2 (34 reviews) | 
| **Built-in Predictive and Statistical Models** | 7.5 (50 reviews) | 7.5 (35 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.0 (50 reviews) | 7.3 (35 reviews) | 
| **Natural Language Queries** | 7.1 (50 reviews) | 7.6 (36 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 7.7 (54 reviews) | 7.6 (34 reviews) | 
| **AI Agents for Analytical Follow-ups** | 6.9 (50 reviews) | 7.4 (34 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Domo | Looker | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.0 (49 reviews) | 7.6 (34 reviews) | 
| **Role-based Insight Personalization** | 7.0 (51 reviews) | 7.4 (36 reviews) | 
| **Conversational and Prompt-based Analytics** | 7.0 (51 reviews) | 7.5 (34 reviews) | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Data Transformation** | 8.5 (453 reviews) ✓ Verified | 8.3 (387 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (322 reviews) | 8.3 (407 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (339 reviews) ✓ Verified | 8.0 (358 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.1 (331 reviews) ✓ Verified | 
| **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 | Looker | 
|---|---|---|
| **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 (14 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 | 808 |
| **Looker** | 8.4/10 | 782 |

#### Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Reports Interface** | 8.5 (698 reviews) ✓ Verified | 8.6 (684 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (613 reviews) ✓ Verified | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.8 (688 reviews) ✓ Verified | 8.2 (677 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (600 reviews) ✓ Verified | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (717 reviews) ✓ Verified | 8.7 (681 reviews) ✓ Verified | 
| **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** | 6.7 (6 reviews) | Not enough data | 

#### Self Service 

| Feature | Domo | Looker | 
|---|---|---|
| **Calculated Fields** | 8.2 (606 reviews) ✓ Verified | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (619 reviews) ✓ Verified | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | 8.1 (586 reviews) ✓ Verified | 8.5 (621 reviews) ✓ Verified | 
| **Search** | 7.8 (586 reviews) ✓ Verified | 8.1 (618 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (592 reviews) ✓ Verified | 8.4 (596 reviews) ✓ Verified | 
| **Automodeling** | 7.0 (469 reviews) | 7.7 (502 reviews) ✓ Verified | 
| **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** | 10.0 (5 reviews) | Not enough data | 

#### Building Reports

| Feature | Domo | Looker | 
|---|---|---|
| **Data Transformation** | 8.5 (453 reviews) ✓ Verified | 8.3 (387 reviews) ✓ Verified | 
| **Data Modeling** | 8.1 (322 reviews) | 8.3 (407 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (339 reviews) ✓ Verified | 8.0 (358 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (391 reviews) ✓ Verified | 8.1 (331 reviews) ✓ Verified | 
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Additional Functionality

| Feature | Domo | Looker | 
|---|---|---|
| **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 | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Looker** | 8.4/10 | 324 |

#### Metrics

| Feature | Domo | Looker | 
|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | 8.8 (238 reviews) | 
| **Engagement** | Not enough data | 8.7 (238 reviews) | 
| **Entry and Exit Pages** | Not enough data | 8.4 (224 reviews) | 
| **Standard Event Tracking** | Not enough data | 8.3 (226 reviews) | 
| **Custom Event Tracking** | Not enough data | 8.4 (215 reviews) | 
| **Retention** | Not enough data | 8.3 (224 reviews) | 
| **Return** | Not enough data | 8.4 (219 reviews) | 
| **Conversions** | Not enough data | 8.5 (230 reviews) | 
| **Funnels** | Not enough data | 8.3 (223 reviews) | 

#### Reporting

| Feature | Domo | Looker | 
|---|---|---|
| **Real-Time Reporting** | Not enough data | 8.4 (242 reviews) | 
| **Trending** | Not enough data | Feature Not Available | 
| **Retroactive Reporting** | Not enough data | 8.6 (242 reviews) | 
| **Segmentation** | Not enough data | 8.5 (245 reviews) | 
| **Mobile Reporting** | Not enough data | 8.1 (199 reviews) | 
| **Unification Across Devices** | Not enough data | 8.4 (205 reviews) | 
| **Custom Reports and Dashboards** | Not enough data | 9.0 (254 reviews) | 

#### Other

| Feature | Domo | Looker | 
|---|---|---|
| **User Data** | Not enough data | 8.7 (226 reviews) | 
| **Site Search Reporting** | Not enough data | 8.6 (209 reviews) | 
| **Load Time Monitoring** | Not enough data | 8.4 (201 reviews) | 
| **Campaign Tracking** | Not enough data | 8.7 (215 reviews) | 
| **E-Commerce** | Not enough data | 8.7 (207 reviews) | 
| **Promotional Messages** | Not enough data | 8.2 (179 reviews) | 
| **Administration Alerts** | Not enough data | 8.3 (191 reviews) | 

#### Agentic AI - Digital Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | 7.8 (15 reviews) | 
| **Proactive Assistance** | Not enough data | 7.8 (16 reviews) | 
| **Decision Making** | Not enough data | 7.9 (16 reviews) | 

#### Administration

| Feature | Domo | Looker | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.4 (218 reviews) | 
| **QA Testing** | Not enough data | 8.3 (193 reviews) | 
| **Performance and Reliability** | Not enough data | 8.5 (245 reviews) | 
| **User, Role, and Access Management** | Not enough data | 8.6 (239 reviews) | 

### Data Preparation

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

#### Data Source Access

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

#### Additional Functionality

| Feature | Domo | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Administration

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Management

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

#### Functionality

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### System

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

#### Model Development

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

#### Machine/Deep Learning Services

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

#### Deployment

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |

#### Agentic AI - Sales Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.0 (11 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (11 reviews) | 
| **Adaptive Learning** | Not enough data | 6.7 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.4 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 7.3 (11 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **CRM Integration** | Not enough data | Not enough data | 

#### Data Sourcing

| Feature | Domo | Looker | 
|---|---|---|
| **Data Sourcing** | Not enough data | 8.8 (203 reviews) | 
| **Exporting & Sharing Data** | Not enough data | 8.8 (221 reviews) | 
| **Multi-Device Data Visualization** | Not enough data | 8.6 (188 reviews) | 
| **Interactive Dashboards** | Not enough data | 8.8 (225 reviews) | 
| **Data Segmentation** | Not enough data | 8.7 (209 reviews) | 

#### Predictive Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Lead Scoring** | Not enough data | 8.3 (153 reviews) | 
| **Opportunity Scoring** | Not enough data | 8.2 (149 reviews) | 
| **Risk Analysis** | Not enough data | 8.2 (147 reviews) | 
| **Live Forecasting** | Not enough data | 8.0 (164 reviews) | 
| **Budgeting/Forecasting** | Not enough data | Not enough data | 
| **Correlation Analysis** | Not enough data | Not enough data | 
| **Competitive Analysis** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 

#### Sales Management

| Feature | Domo | Looker | 
|---|---|---|
| **Live Pipeline Management** | Not enough data | 8.4 (161 reviews) | 
| **Sales Gamification** | Not enough data | 8.2 (140 reviews) | 
| **Account-Based Analytics** | Not enough data | 8.6 (170 reviews) | 
| **Activity Tracking** | Not enough data | 8.7 (168 reviews) | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Opportunity Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Looker | 
|---|---|---|
| **Dynamic Modeling** | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Exception Reporting** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **"What If" Scenarios** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Graphical Data Presentation** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Business Process Control** | Not enough data | Not enough data | 
| **Multi-Currency** | Not enough data | Not enough data | 
| **Pipeline Reports** | Not enough data | Not enough data | 

### Semantic Layer Tools

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

#### Deployment & Integration - Semantic Layer Tools

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

#### Governance - Semantic Layer Tools

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 |
| **Looker** | N/A | N/A |

#### Statistical Tool

| Feature | Domo | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | Looker | 
|---|---|---|
| **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 | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Domo** | N/A | N/A |
| **Looker** | 8.2/10 | 312 |

#### Marketing Operations

| Feature | Domo | Looker | 
|---|---|---|
| **ROI Tracking** | Not enough data | 8.6 (221 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | 8.7 (242 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | 8.5 (229 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | 8.9 (244 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | 8.4 (130 reviews) | 
| **White Label** | Not enough data | Feature Not Available | 
| **Multi-Channel Data Collection** | Not enough data | Not enough data | 
| **Engagement Tracking** | Not enough data | Not enough data | 
| **Keyword Tracking** | Not enough data | Not enough data | 
| **Behavior Tracking** | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | 
| **Conversion Tracking** | Not enough data | Not enough data | 
| **SEO Management** | Not enough data | Not enough data | 
| **Tag Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Click Tracking** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **Campaign Management** | Not enough data | Not enough data | 
| **Channel Management** | Not enough data | Not enough data | 
| **Template Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Domo | Looker | 
|---|---|---|
| **Campaign Insights** | Not enough data | 8.6 (231 reviews) ✓ Verified | 
| **Reports and Dashboards** | Not enough data | 8.8 (260 reviews) ✓ Verified | 
| **Campaign Stickiness** | Not enough data | 8.5 (212 reviews) ✓ Verified | 
| **Multichannel Tracking** | Not enough data | 8.5 (213 reviews) ✓ Verified | 
| **Brand Optimization** | Not enough data | 8.4 (199 reviews) ✓ Verified | 
| **Predictive Analytics** | Not enough data | 7.9 (120 reviews) ✓ Verified | 
| **Multi-Campaign** | Not enough data | Not enough data | 
| **Campaign Analytics** | Not enough data | Not enough data | 
| **Website Analytics** | Not enough data | Not enough data | 
| **Conversion Rate Optimization** | Not enough data | Not enough data | 
| **Drip Campaigns** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Domo | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.8 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 7.5 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 7.3 (14 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Domo | Looker | 
|---|---|---|
| **Event Marketing** | Not enough data | Not enough data | 
| **Social Promotion** | Not enough data | Not enough data | 
| **Multi-Channel Marketing** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Campaign Segmentation** | Not enough data | Not enough data | 
| **Customizable Forms** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Email Templates** | Not enough data | Not enough data | 
| **Web Forms** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Campaign Planning** | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Campaign Scheduling** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Email Marketing** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Source Connectors** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Multi-Channel Attribution** | Not enough data | Not enough data | 
| **Customer Journey Mapping** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Cohort Analysis** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (3):** [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)

**Unique to Domo (8):** [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), [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)

**Unique to Looker (3):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Domo | Looker | 
|---|---|---|
| **Small-Business** | 14.1% | 19.4% | 
| **Mid-Market** | 55.0% | 60.4% | 
| **Enterprise** | 30.9% | 20.1% | 

### By Industry

#### Domo

- **Computer Software:** 11.0%
- **Information Technology and Services:** 7.7%
- **Marketing and Advertising:** 7.3%
- **Hospital & Health Care:** 4.9%
- **Financial Services:** 4.3%
- **Retail:** 3.8%
- **Internet:** 3.2%
- **Telecommunications:** 2.8%
- **Consumer Goods:** 2.2%
- **Staffing and Recruiting:** 2.0%
- **Other:** 50.8%

#### Looker

- **Computer Software:** 11.6%
- **Information Technology and Services:** 11.2%
- **Marketing and Advertising:** 8.4%
- **Financial Services:** 7.4%
- **Internet:** 6.0%
- **Retail:** 5.0%
- **Food & Beverages:** 2.2%
- **Health, Wellness and Fitness:** 2.2%
- **Consumer Goods:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

---
## Alternatives

### Alternatives to Domo

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4223 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 (618 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 (287 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (340 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (696 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (504 reviews)

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (282 reviews)
- [Toucan](https://www.g2.com/products/toucan/reviews) — 4.7/5 stars (182 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4223 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (696 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..."

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 4 comments
  > **Top comment:** "After so many attempts in getting my funds back which I lost to a fake platform called mycoinbanking.com I lost the total of $348.000.  I needed the profit..."
- Title: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 2 comments
  > **Top comment:** "Looker is used to explore, analyze, and visualize data. It helps create dashboards and reports to understand business performance and make better decisions...."
- Title: [Best way to start on visualizations?](https://www.g2.com/discussions/24831-best-way-to-start-on-visualizations) — 2 comments, 1 upvote
  > **Top comment:** "Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a..."
- Title: [How do I know where in my SQL errors are?](https://www.g2.com/discussions/how-do-i-know-where-in-my-sql-errors-are) — 1 comment, 1 upvote
  > **Top comment:** "Hey Carlos! 

I'm Izzy, the Looker Community manager. Yeah, especially in huge SQL queries it can be hard to figure out exactly where the issue lies. That..."
- Title: [Multi-brand implementation](https://www.g2.com/discussions/multi-brand-implementation) — 1 comment, 1 upvote
  > **Top comment:** "Hey Brian! 

I'm Izzy, the Looker Community manager. 

There's 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

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