# GoodData.AI vs ThoughtSpot Comparison
---
## AI Generated Summary
- **G2 reviewers report** that GoodData excels in handling large datasets, with users appreciating its powerful manipulation capabilities and extensive variety of data sources. This allows for the creation of highly customizable dashboards, making it a strong choice for organizations that require robust data visualization.
- **Users say** that ThoughtSpot stands out for its intuitive interface and ease of use, particularly for non-technical users. Reviewers highlight the platform's ability to quickly set up data dashboards and conduct searches effortlessly, which can significantly enhance productivity for teams looking to derive insights from their data.
- **According to verified reviews** , GoodData's integration capabilities are highly praised, with users noting how easily it connects to various databases. This seamless integration facilitates the visualization of data from multiple sources, which is a critical feature for businesses that rely on diverse data inputs.
- **Reviewers mention** that ThoughtSpot's search functionality is particularly impressive, empowering users to find answers to their queries quickly. The inclusion of machine learning and AI support enhances the user experience, making it easier for teams to capture analytics and insights without needing extensive technical knowledge.
- **G2 reviewers highlight** that while GoodData has a slightly lower overall satisfaction score, it still offers a high level of customization and flexibility in dashboard design. Users appreciate the platform's ability to adapt to their specific needs, which can be a significant advantage for mid-market companies.
- **Users report** that ThoughtSpot's educational resources, such as ThoughtSpot University, provide valuable support for new users. This helps them quickly learn the platform's functionalities, which can be a game-changer for teams looking to maximize their use of the software from the outset.



| | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 586 | 329 | 
| **Largest Market Segment** | Mid-Market (43.5% of reviews) | Enterprise (43.4% of reviews) | 
| **Entry Level Price** | Contact Us | Starting at $25.00 1 Users Per Month | 

---
## Top Pros & Cons

### GoodData.AI

Pros:
- Ease of Use (52 reviews)
- Data Visualization (34 reviews)

Cons:
- Learning Curve (28 reviews)
- Learning Difficulty (19 reviews)

### ThoughtSpot

Pros:
- Ease of Use (63 reviews)
- Insights (43 reviews)

Cons:
- Learning Curve (23 reviews)
- Missing Features (13 reviews)

---
## Ratings Comparison
| Rating | GoodData.AI | ThoughtSpot | 
|---|---|---|
  | **Meets Requirements** | 8.4 (474 reviews) | 8.3 (261 reviews) | 
  | **Ease of Use** | 8.4 (433 reviews) | 8.7 (261 reviews) | 
  | **Ease of Setup** | 8.0 (374 reviews) | 8.0 (127 reviews) | 
  | **Ease of Admin** | 7.5 (264 reviews) | 8.3 (109 reviews) | 
  | **Quality of Support** | 8.8 (381 reviews) | 8.7 (234 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.4 (241 reviews) | 8.9 (107 reviews) | 
  | **Product Direction (% positive)** | 7.6 (468 reviews) | 9.1 (257 reviews) | 

---
## Pricing

### GoodData.AI

#### Entry-Level Pricing

Plan: Internal Analytics Professional

Price: Contact Us

Description: Per-user Pricing

Key Features:
- Platform Fee + number of users
- Unlimited users & data
- Annual Billing

[Browse all 4 editions](https://www.g2.com/products/gooddata-ai/pricing)

#### Free Trial

No

### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.1/10 | 400 |
| **ThoughtSpot** | 8.5/10 | 196 |

#### Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (294 reviews) ✓ Verified | 8.7 (155 reviews) ✓ Verified | 
| **Steps to Answer** | 8.3 (273 reviews) ✓ Verified | 8.5 (149 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.7 (293 reviews) ✓ Verified | 8.3 (159 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (264 reviews) ✓ Verified | 8.1 (128 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (300 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 

#### Self Service 

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.2 (280 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (285 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (272 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.8 (257 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (263 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (236 reviews) | 7.5 (111 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 7.7 (240 reviews) ✓ Verified | 7.8 (113 reviews) | 
| **Data Visualization** | 8.6 (286 reviews) ✓ Verified | 8.6 (152 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (247 reviews) ✓ Verified | 8.0 (122 reviews) ✓ Verified | 

#### Building Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 7.6 (195 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (193 reviews) ✓ Verified | 7.6 (98 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (184 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (165 reviews) ✓ Verified | 7.6 (78 reviews) ✓ Verified | 

#### Platform

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.4/10 | 447 |
| **ThoughtSpot** | 8.1/10 | 217 |

#### Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (294 reviews) ✓ Verified | 8.7 (155 reviews) ✓ Verified | 
| **Steps to Answer** | 8.3 (273 reviews) ✓ Verified | 8.5 (149 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.7 (293 reviews) ✓ Verified | 8.3 (159 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (264 reviews) ✓ Verified | 8.1 (128 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (300 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 

#### Data Preparation

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Connectors** | 8.1 (192 reviews) ✓ Verified | 8.2 (101 reviews) ✓ Verified | 
| **Data Governance** | 8.2 (185 reviews) ✓ Verified | 7.9 (99 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Querying** | 8.1 (222 reviews) ✓ Verified | 8.4 (111 reviews) ✓ Verified | 
| **Data Filtering** | 8.4 (238 reviews) ✓ Verified | 8.5 (115 reviews) ✓ Verified | 
| **Data Blending** | 8.1 (203 reviews) ✓ Verified | 8.2 (103 reviews) ✓ Verified | 

#### Generative AI

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | 7.5 (111 reviews) | 7.0 (22 reviews) | 
| **AI Text Summarization** | 7.6 (107 reviews) | 6.7 (22 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Autonomous Task Execution** | 8.3 (22 reviews) | Not enough data | 
| **Multi-step Planning** | 8.9 (22 reviews) | Not enough data | 
| **Cross-system Integration** | 8.5 (22 reviews) | Not enough data | 
| **Adaptive Learning** | 8.6 (21 reviews) | 6.0 (5 reviews) | 
| **Natural Language Interaction** | 8.8 (23 reviews) | Not enough data | 
| **Proactive Assistance** | 9.2 (22 reviews) | Not enough data | 
| **Decision Making** | 8.5 (21 reviews) | Not enough data | 

#### Self Service 

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.2 (280 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (285 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (272 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.8 (257 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (263 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (236 reviews) | 7.5 (111 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **No-code Dashboard Builder** | 9.0 (21 reviews) | 8.7 (5 reviews) | 
| **Report Scheduling and Automation** | 8.6 (22 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.8 (23 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.7 (23 reviews) | 8.3 (5 reviews) | 

#### Advanced Analytics

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 7.7 (240 reviews) ✓ Verified | 7.8 (113 reviews) | 
| **Data Visualization** | 8.6 (286 reviews) ✓ Verified | 8.6 (152 reviews) ✓ Verified | 
| **Big Data Services** | 8.0 (247 reviews) ✓ Verified | 8.0 (122 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Large data handling and Query Speed** | 9.0 (22 reviews) | 8.6 (6 reviews) | 
| **Concurrent User Support** | 8.6 (22 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Modeling and Governance** | 8.5 (23 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.6 (23 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.9 (22 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.8 (21 reviews) | Not enough data | 
| **Natural Language Queries** | 8.9 (22 reviews) | 8.1 (7 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 9.0 (22 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 8.4 (21 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.6 (21 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.9 (22 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.6 (23 reviews) | Not enough data | 

#### Building Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 7.6 (195 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (193 reviews) ✓ Verified | 7.6 (98 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (184 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (165 reviews) ✓ Verified | 7.6 (78 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.2/10 | 399 |
| **ThoughtSpot** | 8.5/10 | 195 |

#### Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (294 reviews) ✓ Verified | 8.7 (155 reviews) ✓ Verified | 
| **Steps to Answer** | 8.3 (273 reviews) ✓ Verified | 8.5 (149 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.7 (293 reviews) ✓ Verified | 8.3 (159 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (264 reviews) ✓ Verified | 8.1 (128 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (300 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 

#### Self Service 

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.2 (280 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (285 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (272 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.8 (257 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.0 (263 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (236 reviews) | 7.5 (111 reviews) ✓ Verified | 

#### Building Reports

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 7.6 (195 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (193 reviews) ✓ Verified | 7.6 (98 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (184 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.9 (165 reviews) ✓ Verified | 7.6 (78 reviews) ✓ Verified | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Responses

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | 

#### Platform

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | 

#### Generative AI

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.8/10 | 17 |
| **ThoughtSpot** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | 8.9 (11 reviews) | Not enough data | 
| **Open API & SDK Integration** | 8.3 (12 reviews) | Not enough data | 

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

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Cross-Source Query Federation** | 9.0 (13 reviews) | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | 8.8 (13 reviews) | Not enough data | 

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

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Derived & Calculated Metrics** | 8.8 (13 reviews) | Not enough data | 
| **Time Intelligence Functions** | 8.6 (12 reviews) | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Query Caching & Acceleration** | 8.6 (12 reviews) | Not enough data | 
| **Adaptive Query Optimization** | 9.2 (11 reviews) | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **AI Governance & Observability** | 8.8 (11 reviews) | Not enough data | 
| **Metric Lineage for AI Training Data** | 8.5 (11 reviews) | Not enough data | 
| **Version Control & Change Impact Analysis** | 8.7 (14 reviews) | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Natural Language Query Interface** | 8.3 (11 reviews) | Not enough data | 
| **Semantic Layer for AI/ML Models** | 9.3 (12 reviews) | Not enough data | 
| **Recommendation Engine** | 8.6 (12 reviews) | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Agentic Query Orchestration** | 9.0 (12 reviews) | Not enough data | 
| **Contextual Reasoning Layer** | 9.0 (14 reviews) | Not enough data | 
| **Workflow Automation via Semantic Agents** | 9.1 (11 reviews) | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Statistical Tool

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Analysis** | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | 

#### Decision Making

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | 

#### Generative AI

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **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 | 

---
## 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), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to GoodData.AI (2):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to ThoughtSpot (1):** [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)


---
## Reviewer Demographics

### By Company Size

| Segment | GoodData.AI | ThoughtSpot | 
|---|---|---|
| **Small-Business** | 40.8% | 17.4% | 
| **Mid-Market** | 43.5% | 39.2% | 
| **Enterprise** | 15.7% | 43.4% | 

### By Industry

#### GoodData.AI

- **Computer Software:** 17.3%
- **Consumer Services:** 15.5%
- **Information Technology and Services:** 14.7%
- **Retail:** 5.3%
- **Marketing and Advertising:** 4.5%
- **Internet:** 4.0%
- **Financial Services:** 3.5%
- **Education Management:** 2.4%
- **Telecommunications:** 1.8%
- **Hospital & Health Care:** 1.6%
- **Other:** 29.5%

#### ThoughtSpot

- **Information Technology and Services:** 10.7%
- **Computer Software:** 9.1%
- **Financial Services:** 8.8%
- **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:** 43.2%

---
## Alternatives

### Alternatives to GoodData.AI

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3648 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1004 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (721 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (284 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
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- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1050 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 ThoughtSpot

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3648 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1004 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1639 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1050 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 (691 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 (1620 reviews)

---
## Top Discussions

### GoodData.AI

- Title: [Is there any way to send .csv or Excel files to people on an automated basis?](https://www.g2.com/discussions/27530-is-there-any-way-to-send-csv-or-excel-files-to-people-on-an-automated-basis) — 2 comments
  > **Top comment:** "I don’t believe this functionality exists in GoodData. You can send the PDF reports generated or you could look at sending the reports directly from your..."
- Title: [send e-mails for users](https://www.g2.com/discussions/13774-send-e-mails-for-users) — 2 comments, 1 upvote
  > **Top comment:** "I believe you can use the API to grab the emails for registered users and then pass them to an email application. Some of this will depend on how you have..."
- Title: [What is the future of that platform?](https://www.g2.com/discussions/34286-what-is-the-future-of-that-platform) — 1 comment, 1 upvote
  > **Top comment:** "Hi - Thank you for your question! We just launched our new, API-first, fully managed analytics platform called GoodData Cloud a few weeks ago. You can get..."
- Title: [What is the best way to show the Community Post list and the topic inside a Community Post? How can you identify community post creator?](https://www.g2.com/discussions/30752-what-is-the-best-way-to-show-the-community-post-list-and-the-topic-inside-a-community-post-how-can-you-identify-community-post-creator) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Hi Disnie,

It is great when projects are active. Sometimes, it is really painful to go back and try to recategorize things according to the new rules and..."
- Title: [How can I better train my team in using good data?](https://www.g2.com/discussions/30717-how-can-i-better-train-my-team-in-using-good-data) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Hi Brittney,

To understand the full semantic data model of your data product can be sometimes overwhelming. I always suggest people start from the..."

### 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:..."

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