# Looker, OWOX, ThoughtSpot vs Spotfire Analytics Comparison

| | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.9 out of 5 | 4.4 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 1,642 | 296 | 330 | 362 | 
| **Largest Market Segment** | Mid-Market (60.7% of reviews) | Small-Business (47.8% of reviews) | Enterprise (43.3% of reviews) | Enterprise (51.6% of reviews) | 
| **Entry Level Price** | No pricing available | Free Per Month | Starting at $25.00 1 Users Per Month | Free Trial | 

---
## Top Pros & Cons

### Looker

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

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

### OWOX

Pros:
- Ease of Use (21 reviews)
- Helpful (15 reviews)

Cons:
- Data Management Issues (4 reviews)
- Error Handling (3 reviews)

### ThoughtSpot

Pros:
- Ease of Use (68 reviews)
- Insights (45 reviews)

Cons:
- Learning Curve (24 reviews)
- Missing Features (15 reviews)

### Spotfire Analytics

Pros:
- Data Visualization (14 reviews)
- Ease of Use (14 reviews)

Cons:
- Learning Curve (8 reviews)
- Learning Difficulty (6 reviews)

---
## Ratings Comparison
| Rating | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.7 (1127 reviews) | 9.7 (267 reviews) | 8.3 (262 reviews) | 8.6 (283 reviews) | 
  | **Ease of Use** | 8.3 (1133 reviews) | 8.8 (266 reviews) | 8.7 (262 reviews) | 8.1 (284 reviews) | 
  | **Ease of Setup** | 8.2 (609 reviews) | 9.0 (66 reviews) | 8.0 (128 reviews) | 7.7 (137 reviews) | 
  | **Ease of Admin** | 8.3 (430 reviews) | 9.1 (69 reviews) | 8.3 (109 reviews) | 7.8 (112 reviews) | 
  | **Quality of Support** | 8.6 (962 reviews) | 9.8 (260 reviews) | 8.6 (235 reviews) | 7.8 (248 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (408 reviews) | 9.4 (67 reviews) | 8.9 (107 reviews) | 8.4 (111 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1055 reviews) | 9.5 (259 reviews) | 9.1 (258 reviews) | 7.9 (280 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### OWOX

#### Entry-Level Pricing

Plan: Community

Price: Free Per Month

Description: Ideal for teams automating business reporting while valuing data autonomy: gaining full control over data connectivity and enablement.


Key Features:
- Everything in Community Apps Script, plus:
- Store your data in Snowflake, Databricks, AWS Athena, Azure Synapse
- Data Mart Management

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

#### Free Trial

Yes

### ThoughtSpot

#### Entry-Level Pricing

Plan: ThoughtSpot Analytics - Essentials

Price: Starting at $25.00 1 Users Per Month

Description: For small teams to find and share insights with AI Analytics 

Key Features:
- Dynamic, interactive dashboards 
- Actionable insights
- From 5-50 users

[Browse all 5 editions](https://www.g2.com/products/thoughtspot/pricing)

#### Free Trial

Yes

### Spotfire Analytics

#### Entry-Level Pricing

Plan: Spotfire Free Trial

Price: Free Trial

Description: Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data. 

Key Features:
- https://buy.spotfire.com/try/

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.3/10 | 780 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | 8.3/10 | 197 |
| **Spotfire Analytics** | 8.2/10 | 236 |

#### Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.5 (149 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (673 reviews) ✓ Verified | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (675 reviews) ✓ Verified | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (646 reviews) ✓ Verified | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (615 reviews) ✓ Verified | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 
| **Search** | 8.1 (616 reviews) ✓ Verified | Not enough data | 8.8 (162 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (592 reviews) ✓ Verified | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (501 reviews) ✓ Verified | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 7.8 (113 reviews) | 8.0 (156 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (643 reviews) ✓ Verified | Not enough data | 8.6 (152 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (516 reviews) ✓ Verified | Not enough data | 8.0 (122 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | 

#### Building Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 

#### Platform

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 746 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | 8.3/10 | 233 |

#### Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.5 (149 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (673 reviews) ✓ Verified | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (675 reviews) ✓ Verified | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 

#### Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.5 (111 reviews) | Not enough data | Not enough data | 8.6 (6 reviews) | 
| **Share Reports** | 8.5 (108 reviews) | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Steps to Answer** | 8.0 (103 reviews) | Not enough data | Not enough data | 7.8 (6 reviews) | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | 7.0 (100 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **AI Text Summarization** | 7.1 (100 reviews) | Not enough data | Not enough data | 8.1 (6 reviews) | 

#### Visualization

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Graphs and Charts** | 8.5 (115 reviews) | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Score Cards** | 8.4 (110 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Dashboards** | 8.7 (115 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Formats** | 8.3 (109 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 

#### Data Updates

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Historical Snapshots** | 8.1 (107 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Real-Time Updating** | 8.3 (106 reviews) | Not enough data | Not enough data | 8.6 (6 reviews) | 

#### Collaboration

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Sharing** | 8.4 (108 reviews) | Not enough data | Not enough data | 8.6 (7 reviews) | 
| **Co-Editing** | 8.0 (106 reviews) | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Devices** | 8.0 (102 reviews) | Not enough data | Not enough data | 8.1 (6 reviews) | 

#### Data Updates

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Historical Snapshots** | 7.8 (137 reviews) | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Real-Time Updating** | 8.1 (142 reviews) | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Email Reports** | 8.5 (144 reviews) | Not enough data | Not enough data | 8.6 (6 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 802 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | 8.0/10 | 218 |
| **Spotfire Analytics** | 8.2/10 | 236 |

#### Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.5 (149 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (673 reviews) ✓ Verified | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (675 reviews) ✓ Verified | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Connectors** | 8.3 (293 reviews) ✓ Verified | Not enough data | 8.2 (101 reviews) ✓ Verified | 8.4 (71 reviews) ✓ Verified | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Not enough data | 7.9 (99 reviews) ✓ Verified | 7.8 (65 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Querying** | 8.5 (313 reviews) ✓ Verified | Not enough data | 8.4 (111 reviews) ✓ Verified | 8.5 (77 reviews) ✓ Verified | 
| **Data Filtering** | 8.7 (334 reviews) ✓ Verified | Not enough data | 8.5 (115 reviews) ✓ Verified | 8.4 (81 reviews) ✓ Verified | 
| **Data Blending** | 8.4 (310 reviews) ✓ Verified | Not enough data | 8.2 (103 reviews) ✓ Verified | 8.4 (75 reviews) ✓ Verified | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | 7.1 (88 reviews) | Not enough data | 7.0 (22 reviews) | 7.4 (31 reviews) | 
| **AI Text Summarization** | 7.1 (86 reviews) | Not enough data | 6.7 (22 reviews) | 7.1 (32 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.2 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.4 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.3 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.1 (40 reviews) | Not enough data | 6.0 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.3 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.4 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 7.6 (38 reviews) | Not enough data | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (646 reviews) ✓ Verified | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (615 reviews) ✓ Verified | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 
| **Search** | 8.1 (616 reviews) ✓ Verified | Not enough data | 8.8 (162 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (592 reviews) ✓ Verified | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (501 reviews) ✓ Verified | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | 8.0 (39 reviews) | Not enough data | 8.7 (5 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.4 (43 reviews) | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.7 (35 reviews) | Not enough data | 7.3 (5 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.3 (50 reviews) | Not enough data | 8.3 (5 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 7.8 (113 reviews) | 8.0 (156 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (643 reviews) ✓ Verified | Not enough data | 8.6 (152 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (516 reviews) ✓ Verified | Not enough data | 8.0 (122 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | 7.1 (56 reviews) | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Concurrent User Support** | 8.0 (36 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Modeling and Governance** | 8.1 (43 reviews) | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.1 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.3 (35 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.1 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | 7.5 (36 reviews) | Not enough data | 8.1 (7 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.6 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.3 (34 reviews) | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.5 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | 7.2 (35 reviews) | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.5 (34 reviews) | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 772 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | 8.5/10 | 196 |
| **Spotfire Analytics** | 8.1/10 | 236 |

#### Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.5 (149 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (673 reviews) ✓ Verified | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (675 reviews) ✓ Verified | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (646 reviews) ✓ Verified | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (615 reviews) ✓ Verified | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 
| **Search** | 8.1 (616 reviews) ✓ Verified | Not enough data | 8.8 (162 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (592 reviews) ✓ Verified | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (501 reviews) ✓ Verified | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 

#### Building Reports

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 324 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Metrics

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

#### Reporting

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

#### Other

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

#### Agentic AI - Digital Analytics

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

#### Administration

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

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Data Source Access

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Administration

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Federation

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Architecture** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Provisioning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Transformation

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application Performance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Administration

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### E-Commerce Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | 9.3/10 | 128 |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Reports** | Not enough data | 9.7 (122 reviews) | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | 9.7 (121 reviews) | Not enough data | Not enough data | 
| **Web Analytics** | Not enough data | 9.8 (121 reviews) | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | 9.7 (118 reviews) | Not enough data | Not enough data | 
| **Customer Demographics** | Not enough data | 9.2 (105 reviews) | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | 9.7 (105 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Storage** | Not enough data | 9.8 (115 reviews) | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | 8.8 (98 reviews) | Not enough data | Not enough data | 
| **Integrations** | Not enough data | 9.7 (118 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 6.7 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - E-Commerce Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Administration

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Capabilities

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Survival Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Risk Data Attributes** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Methodology

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Regression** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Mapping

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Functionality

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data visualisation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data transformation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data migration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Process various formats** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **No-code functionality** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data manipulation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### System

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | Not enough data | Feature Not Available | 

#### Model Development

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Responses

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Agentic AI - Sales Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.0 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.6 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.7 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.4 (12 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (11 reviews) | Not enough data | Not enough data | Not enough data | 

#### Data Sourcing

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

#### Predictive Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | Not enough data | Not enough data | Not enough data | 
| **Opportunity Scoring** | 8.2 (149 reviews) | Not enough data | Not enough data | Not enough data | 
| **Risk Analysis** | 8.2 (147 reviews) | Not enough data | Not enough data | Not enough data | 
| **Live Forecasting** | 8.0 (164 reviews) | Not enough data | Not enough data | Not enough data | 

#### Sales Management

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | Not enough data | Not enough data | Not enough data | 
| **Sales Gamification** | 8.2 (140 reviews) | Not enough data | Not enough data | Not enough data | 
| **Account-Based Analytics** | 8.6 (170 reviews) | Not enough data | Not enough data | Not enough data | 
| **Activity Tracking** | 8.7 (168 reviews) | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | 8.5/10 | 13 |

#### Statistical Tool

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | Not enough data | 6.9 (6 reviews) | 
| **Data Mining** | Not enough data | Not enough data | Not enough data | 8.6 (7 reviews) | 
| **Algorithms** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | 8.9 (9 reviews) | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | 8.9 (9 reviews) | 

#### Decision Making

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | 8.3 (8 reviews) | 
| **Data Visualizations** | Not enough data | Not enough data | Not enough data | 9.0 (8 reviews) | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | 9.5 (10 reviews) | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 7.9 (8 reviews) | 

#### Generative AI

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 311 |
| **OWOX** | 9.6/10 | 233 |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Marketing Operations

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **ROI Tracking** | 8.6 (221 reviews) ✓ Verified | 9.8 (205 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Collection** | 8.7 (240 reviews) ✓ Verified | 9.9 (215 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Customer Insights** | 8.5 (227 reviews) ✓ Verified | 9.5 (201 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multi-User Access** | 8.9 (244 reviews) ✓ Verified | 9.5 (204 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Spend Management** | 8.3 (129 reviews) | 9.6 (69 reviews) ✓ Verified | Not enough data | Not enough data | 
| **White Label** | Feature Not Available | 9.1 (56 reviews) | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Campaign Insights** | 8.6 (230 reviews) ✓ Verified | 9.7 (203 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Reports and Dashboards** | 8.8 (260 reviews) ✓ Verified | 9.8 (215 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Campaign Stickiness** | 8.5 (212 reviews) ✓ Verified | 9.2 (200 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multichannel Tracking** | 8.5 (213 reviews) ✓ Verified | 9.8 (206 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Brand Optimization** | 8.4 (199 reviews) ✓ Verified | 9.3 (189 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Predictive Analytics** | 7.9 (120 reviews) ✓ Verified | 9.6 (58 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **OWOX** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Looker (5):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to OWOX (5):** [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Mapping Software](https://www.g2.com/categories/data-mapping), [Data Preparation Software](https://www.g2.com/categories/data-preparation)

**Unique to ThoughtSpot (4):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)

**Unique to Spotfire Analytics (9):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)


---
## Reviewer Demographics

### By Company Size

| Segment | Looker | OWOX | ThoughtSpot | Spotfire Analytics | 
|---|---|---|---|---|
| **Small-Business** | 19.3% | 47.8% | 17.3% | 23.0% | 
| **Mid-Market** | 60.7% | 43.3% | 39.4% | 25.5% | 
| **Enterprise** | 20.0% | 9.0% | 43.3% | 51.6% | 

### By Industry

#### Looker

- **Computer Software:** 11.4%
- **Information Technology and Services:** 11.1%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.1%
- **Retail:** 5.0%
- **Food & Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

#### OWOX

- **Marketing and Advertising:** 19.7%
- **Information Technology and Services:** 12.5%
- **Computer Software:** 10.7%
- **Retail:** 9.3%
- **Internet:** 4.2%
- **Financial Services:** 3.8%
- **Education Management:** 3.1%
- **E-Learning:** 2.4%
- **Entertainment:** 2.4%
- **Accounting:** 1.7%
- **Other:** 30.1%

#### ThoughtSpot

- **Information Technology and Services:** 10.7%
- **Computer Software:** 9.1%
- **Financial Services:** 9.1%
- **Retail:** 5.5%
- **Telecommunications:** 4.9%
- **Marketing and Advertising:** 4.5%
- **Hospital & Health Care:** 4.2%
- **Insurance:** 3.9%
- **Accounting:** 2.9%
- **Hospitality:** 2.3%
- **Other:** 43.0%

#### Spotfire Analytics

- **Oil & Energy:** 21.4%
- **Information Technology and Services:** 10.1%
- **Pharmaceuticals:** 5.2%
- **Education Management:** 4.6%
- **Financial Services:** 4.3%
- **Biotechnology:** 3.1%
- **Computer Software:** 3.1%
- **Semiconductors:** 2.4%
- **Research:** 2.4%
- **Accounting:** 2.1%
- **Other:** 41.3%

---
## Alternatives

### 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 (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 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 (3653 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to OWOX

- [Mixpanel](https://www.g2.com/products/mixpanel/reviews) — 4.5/5 stars (1357 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14757 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Heap](https://www.g2.com/products/heap/reviews) — 4.4/5 stars (1097 reviews)
- [TapClicks](https://www.g2.com/products/tapclicks/reviews) — 4.3/5 stars (336 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (447 reviews)

### Alternatives to ThoughtSpot

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1628 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (392 reviews)

### Alternatives to Spotfire Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)

---
## Top Discussions

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 3 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: [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: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 1 comment
  > **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: [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..."

### OWOX

- Title: [What is OWOX BI used for?](https://www.g2.com/discussions/what-is-owox-bi-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "OWOX BI is an all-in-one marketing analytics platform that covers everything from data collection and user behavior tracking to attribution modeling and..."

### ThoughtSpot

- Title: [How beneficial is Thoughtspot with end user who are not that much expert in data ?](https://www.g2.com/discussions/25499-how-beneficial-is-thoughtspot-with-end-user-who-are-not-that-much-expert-in-data) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot makes self-service simple and quick, even for users with no technical background. Anyone from line of business users to analysts to more..."
- Title: [How is ThoughtSpot priced?](https://www.g2.com/discussions/5134-pricing-licensing) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot has two pricing options depending on whether the organization has a need for the on-premise or cloud based offering. Our starter package is..."
- Title: [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) — 1 comment
  > **Top comment:** "It's an analytics platform that allows you to use natural language search and AI to identify data insights."
- Title: [Do you have a roadmap for automated insights a la the use case above?](https://www.g2.com/discussions/26396-do-you-have-a-roadmap-for-automated-insights-a-la-the-use-case-above) — 1 comment, 1 upvote
  > **Top comment:** "Hi Alex! I'm not sure what use case you are referring to, but ThoughtSpot is a terrific solution for productizing your data. In your case, if I understand..."
- Title: [How is ThoughtSpot deployed?](https://www.g2.com/discussions/5133-deployment-options-available) — 1 comment, 1 upvote
  > **Top comment:** "ThoughtSpot has multiple deployment options. It can be deployed as a cloud solution, or an on-premise appliance. More details can be found here:..."

### Spotfire Analytics

- Title: [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) — 2 comments
  > **Top comment:** "No"
- Title: [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Spotfire is a visual data science platform with powerful self-service analytics and data visualization capabilities that empowers decision-makers to analyze..."
- Title: [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) — 1 comment
  > **Top comment:** "TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced..."
- Title: [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) — 1 comment *(includes official response)*
  > **Top comment:** "If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:..."

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