# GoodData.AI vs Qrvey Comparison
---
## AI Generated Summary
- **G2 reviewers report** that GoodData excels in providing a wide variety of data sources, which allows users to create highly customizable dashboards. This flexibility is particularly appreciated by those who need to visualize complex datasets effectively.
- **Users say** that Qrvey stands out for its all-in-one embedded analytics capabilities, combining data collection, transformation, and reporting in a single platform. This integration reduces the need for multiple tools, streamlining workflows for teams.
- **Reviewers mention** that GoodData's intuitive interface and strong integration capabilities make it easy to connect to various databases. Users have highlighted how this feature simplifies the process of visualizing data from multiple sources, enhancing their overall experience.
- **According to verified reviews** , Qrvey is praised for its powerful data visualization and reporting features, which facilitate faster decision-making. Users find it particularly useful for accessing data and building dashboards that meet their specific needs.
- **G2 reviewers note** that while GoodData has a higher overall satisfaction score, Qrvey's quality of support is frequently highlighted as a strong point, with users appreciating the responsiveness and helpfulness of the support team.
- **Users report** that GoodData's ability to handle large datasets effectively is a significant advantage, allowing for impressive data visualizations. In contrast, some users of Qrvey have expressed a desire for more advanced features in data modeling and predictive analytics.



| | GoodData.AI | Qrvey | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 602 | 29 | 
| **Largest Market Segment** | Mid-Market (43.6% of reviews) | Small-Business (51.9% of reviews) | 
| **Entry Level Price** | Contact Us | Contact Us | 

---
## Top Pros & Cons

### GoodData.AI

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

Cons:
- Learning Curve (28 reviews)
- Missing Features (19 reviews)

### Qrvey

Pros:
- Ease of Use (6 reviews)
- Analytics (5 reviews)

Cons:
- Learning Curve (5 reviews)
- Complex Usage (2 reviews)

---
## Ratings Comparison
| Rating | GoodData.AI | Qrvey | 
|---|---|---|
  | **Meets Requirements** | 8.4 (480 reviews) | 8.6 (20 reviews) | 
  | **Ease of Use** | 8.4 (441 reviews) | 8.3 (21 reviews) | 
  | **Ease of Setup** | 8.0 (382 reviews) | 8.2 (19 reviews) | 
  | **Ease of Admin** | 7.5 (265 reviews) | 8.1 (15 reviews) | 
  | **Quality of Support** | 8.8 (385 reviews) | 9.6 (20 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.4 (242 reviews) | 9.1 (15 reviews) | 
  | **Product Direction (% positive)** | 7.6 (476 reviews) | 9.4 (20 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

### Qrvey

#### Entry-Level Pricing

Plan: SaaS Friendly Pricing and Support

Price: Contact Us

Description: Our pricing plans were designed to be simple, straight forward and super flexible. They give SaaS companies all of the features your organization needs and will seamlessly grow with you into the future.

Qrvey offers tiered pricing that isn’t based on platform usage, or number of users. We are priced for SaaS and priced for growth.

Key Features:
- Flexible License Terms
- Exceptional Customer Support - Access to Support team via Slack, Zoom, and Email
- Predictable Costs

[Learn more about Qrvey](https://www.g2.com/products/qrvey/reviews)

#### Free Trial

No

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.2/10 | 408 |
| **Qrvey** | 7.4/10 | 16 |

#### Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Reports Interface** | 8.6 (302 reviews) ✓ Verified | 7.9 (13 reviews) | 
| **Steps to Answer** | 8.3 (279 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Graphs and Charts** | 8.6 (299 reviews) ✓ Verified | 8.5 (12 reviews) | 
| **Score Cards** | 8.3 (269 reviews) ✓ Verified | 7.3 (11 reviews) | 
| **Dashboards** | 8.6 (306 reviews) ✓ Verified | 8.7 (13 reviews) | 

#### Self Service 

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Calculated Fields** | 8.2 (285 reviews) ✓ Verified | 7.7 (11 reviews) | 
| **Data Column Filtering** | 8.7 (289 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Data Discovery** | 8.4 (275 reviews) ✓ Verified | 7.4 (11 reviews) | 
| **Search** | 7.8 (261 reviews) | 7.1 (11 reviews) | 
| **Collaboration / Workflow** | 8.0 (269 reviews) ✓ Verified | 6.4 (11 reviews) | 
| **Automodeling** | 7.8 (243 reviews) | 5.5 (11 reviews) | 

#### Advanced Analytics

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Predictive Analytics** | 7.7 (243 reviews) ✓ Verified | 4.4 (9 reviews) | 
| **Data Visualization** | 8.6 (294 reviews) ✓ Verified | 8.3 (11 reviews) | 
| **Big Data Services** | 8.0 (253 reviews) ✓ Verified | 6.5 (10 reviews) | 

#### Building Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Data Transformation** | 7.7 (197 reviews) ✓ Verified | 7.9 (8 reviews) | 
| **Data Modeling** | 7.7 (198 reviews) ✓ Verified | 7.5 (8 reviews) | 
| **WYSIWYG Report Design** | 8.0 (188 reviews) ✓ Verified | 8.3 (8 reviews) | 
| **Integration APIs** | 7.9 (169 reviews) ✓ Verified | 7.9 (8 reviews) | 

#### Platform

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **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 | 455 |
| **Qrvey** | 7.8/10 | 17 |

#### Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Reports Interface** | 8.6 (302 reviews) ✓ Verified | 7.9 (13 reviews) | 
| **Steps to Answer** | 8.3 (279 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Graphs and Charts** | 8.6 (299 reviews) ✓ Verified | 8.5 (12 reviews) | 
| **Score Cards** | 8.3 (269 reviews) ✓ Verified | 7.3 (11 reviews) | 
| **Dashboards** | 8.6 (306 reviews) ✓ Verified | 8.7 (13 reviews) | 

#### Data Preparation

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Connectors** | 8.2 (197 reviews) ✓ Verified | 8.1 (8 reviews) | 
| **Data Governance** | 8.2 (190 reviews) ✓ Verified | 7.7 (8 reviews) | 

#### Data Modeling and Blending

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Data Querying** | 8.1 (225 reviews) ✓ Verified | 8.1 (9 reviews) | 
| **Data Filtering** | 8.4 (241 reviews) ✓ Verified | 9.1 (9 reviews) | 
| **Data Blending** | 8.1 (207 reviews) ✓ Verified | 8.3 (9 reviews) | 

#### Generative AI

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **AI Text Generation** | 7.6 (114 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (110 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Autonomous Task Execution** | 8.3 (26 reviews) | Not enough data | 
| **Multi-step Planning** | 9.0 (26 reviews) | Not enough data | 
| **Cross-system Integration** | 8.4 (24 reviews) | Not enough data | 
| **Adaptive Learning** | 8.7 (24 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.8 (26 reviews) | Not enough data | 
| **Proactive Assistance** | 9.2 (25 reviews) | Not enough data | 
| **Decision Making** | 8.4 (23 reviews) | Not enough data | 

#### Self Service 

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Calculated Fields** | 8.2 (285 reviews) ✓ Verified | 7.7 (11 reviews) | 
| **Data Column Filtering** | 8.7 (289 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Data Discovery** | 8.4 (275 reviews) ✓ Verified | 7.4 (11 reviews) | 
| **Search** | 7.8 (261 reviews) | 7.1 (11 reviews) | 
| **Collaboration / Workflow** | 8.0 (269 reviews) ✓ Verified | 6.4 (11 reviews) | 
| **Automodeling** | 7.8 (243 reviews) | 5.5 (11 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **No-code Dashboard Builder** | 9.1 (23 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.6 (25 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 9.0 (28 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.8 (27 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Predictive Analytics** | 7.7 (243 reviews) ✓ Verified | 4.4 (9 reviews) | 
| **Data Visualization** | 8.6 (294 reviews) ✓ Verified | 8.3 (11 reviews) | 
| **Big Data Services** | 8.0 (253 reviews) ✓ Verified | 6.5 (10 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Large data handling and Query Speed** | 9.0 (24 reviews) | Not enough data | 
| **Concurrent User Support** | 8.8 (25 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Data Modeling and Governance** | 8.5 (26 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.6 (27 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 9.0 (24 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.9 (23 reviews) | Not enough data | 
| **Natural Language Queries** | 8.9 (25 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 9.1 (27 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 8.5 (23 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.6 (23 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.9 (25 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.7 (26 reviews) | Not enough data | 

#### Building Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Data Transformation** | 7.7 (197 reviews) ✓ Verified | 7.9 (8 reviews) | 
| **Data Modeling** | 7.7 (198 reviews) ✓ Verified | 7.5 (8 reviews) | 
| **WYSIWYG Report Design** | 8.0 (188 reviews) ✓ Verified | 8.3 (8 reviews) | 
| **Integration APIs** | 7.9 (169 reviews) ✓ Verified | 7.9 (8 reviews) | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.2/10 | 407 |
| **Qrvey** | 7.7/10 | 16 |

#### Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Reports Interface** | 8.6 (302 reviews) ✓ Verified | 7.9 (13 reviews) | 
| **Steps to Answer** | 8.3 (279 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Graphs and Charts** | 8.6 (299 reviews) ✓ Verified | 8.5 (12 reviews) | 
| **Score Cards** | 8.3 (269 reviews) ✓ Verified | 7.3 (11 reviews) | 
| **Dashboards** | 8.6 (306 reviews) ✓ Verified | 8.7 (13 reviews) | 

#### Self Service 

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Calculated Fields** | 8.2 (285 reviews) ✓ Verified | 7.7 (11 reviews) | 
| **Data Column Filtering** | 8.7 (289 reviews) ✓ Verified | 8.2 (12 reviews) | 
| **Data Discovery** | 8.4 (275 reviews) ✓ Verified | 7.4 (11 reviews) | 
| **Search** | 7.8 (261 reviews) | 7.1 (11 reviews) | 
| **Collaboration / Workflow** | 8.0 (269 reviews) ✓ Verified | 6.4 (11 reviews) | 
| **Automodeling** | 7.8 (243 reviews) | 5.5 (11 reviews) | 

#### Building Reports

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Data Transformation** | 7.7 (197 reviews) ✓ Verified | 7.9 (8 reviews) | 
| **Data Modeling** | 7.7 (198 reviews) ✓ Verified | 7.5 (8 reviews) | 
| **WYSIWYG Report Design** | 8.0 (188 reviews) ✓ Verified | 8.3 (8 reviews) | 
| **Integration APIs** | 7.9 (169 reviews) ✓ Verified | 7.9 (8 reviews) | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **GoodData.AI** | 8.8/10 | 22 |
| **Qrvey** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | 8.8 (13 reviews) | Not enough data | 
| **Open API & SDK Integration** | 8.6 (15 reviews) | Not enough data | 

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

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Cross-Source Query Federation** | 8.6 (16 reviews) | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | 8.9 (16 reviews) | Not enough data | 

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

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Derived & Calculated Metrics** | 9.0 (16 reviews) | Not enough data | 
| **Time Intelligence Functions** | 8.8 (16 reviews) | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Query Caching & Acceleration** | 9.0 (16 reviews) | Not enough data | 
| **Adaptive Query Optimization** | 9.0 (13 reviews) | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **AI Governance & Observability** | 8.8 (13 reviews) | Not enough data | 
| **Metric Lineage for AI Training Data** | 8.6 (13 reviews) | Not enough data | 
| **Version Control & Change Impact Analysis** | 8.8 (16 reviews) | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Natural Language Query Interface** | 8.5 (13 reviews) | Not enough data | 
| **Semantic Layer for AI/ML Models** | 9.2 (14 reviews) | Not enough data | 
| **Recommendation Engine** | 8.6 (14 reviews) | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **Agentic Query Orchestration** | 9.0 (14 reviews) | Not enough data | 
| **Contextual Reasoning Layer** | 9.1 (16 reviews) | Not enough data | 
| **Workflow Automation via Semantic Agents** | 9.1 (13 reviews) | Not enough data | 

### Agentic Analytics

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

#### Data Connectivity and Prep - Agentic Analytics

| Feature | GoodData.AI | Qrvey | 
|---|---|---|
| **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 | Qrvey | 
|---|---|---|
| **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 | Qrvey | 
|---|---|---|
| **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 | Qrvey | 
|---|---|---|
| **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 |
| **Qrvey** | N/A | N/A |

#### Statistical Tool

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

#### Decision Making

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

---
## Categories
**Shared Categories (2):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to GoodData.AI (3):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)



---
## Reviewer Demographics

### By Company Size

| Segment | GoodData.AI | Qrvey | 
|---|---|---|
| **Small-Business** | 41.2% | 51.9% | 
| **Mid-Market** | 43.6% | 40.7% | 
| **Enterprise** | 15.2% | 7.4% | 

### By Industry

#### GoodData.AI

- **Computer Software:** 17.0%
- **Consumer Services:** 15.8%
- **Information Technology and Services:** 15.1%
- **Retail:** 5.2%
- **Marketing and Advertising:** 4.5%
- **Internet:** 3.9%
- **Financial Services:** 3.4%
- **Education Management:** 2.3%
- **Telecommunications:** 1.8%
- **Hospital & Health Care:** 1.6%
- **Other:** 29.4%

#### Qrvey

- **Computer Software:** 33.3%
- **Information Technology and Services:** 22.2%
- **Telecommunications:** 7.4%
- **Wholesale:** 3.7%
- **Staffing and Recruiting:** 3.7%
- **Sports:** 3.7%
- **Mental Health Care:** 3.7%
- **Marketing and Advertising:** 3.7%
- **Human Resources:** 3.7%
- **Hospital & Health Care:** 3.7%
- **Other:** 11.1%

---
## Alternatives

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---
## 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..."

### Qrvey

No discussions available for this product.

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