--- title: GoodData.AI Reviews meta_title: 'GoodData.AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 624 reviews by the users' company size, role or industry to find out how GoodData.AI works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 624 scale: '5' date_modified: '2026-07-12' parent_category: name: Business Intelligence url: https://www.g2.com/categories/business-intelligence --- # GoodData.AI Reviews **Vendor:** GoodData.AI **Category:** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Average Rating:** 4.3/5.0 **Total Reviews:** 624 ## About GoodData.AI GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide. ## GoodData.AI Pros & Cons **What users like:** - Users value the **ease of use** of GoodData.AI, facilitating quick report creation and seamless integration with data systems. (51 reviews) - Users value the **clean and customizable dashboards** of GoodData.AI, facilitating clear data presentation for all users. (34 reviews) - Users appreciate the **seamless integrations** of GoodData.AI, enabling quick deployment and effective data analysis. (33 reviews) - Users find GoodData.AI to be **easy and intuitive** , enabling quick familiarity and seamless data visualization creation. (29 reviews) - Users value the **easy integrations** of GoodData.AI, enabling swift data connection and streamlined analysis processes. (27 reviews) - User Interface (27 reviews) - Users value the **customization options** of GoodData.AI, enabling tailored solutions for diverse business needs and insights. (26 reviews) - Data Analysis (26 reviews) - Data Handling (24 reviews) - Users appreciate the **dashboard customization options** in GoodData, enabling easy creation and visualization of tailored insights. (23 reviews) **What users dislike:** - Users experience a **steep learning curve** with GoodData, making quick adaptations to business needs challenging. (27 reviews) - Users express frustration over **missing features** , especially in documentation and graphical reporting capabilities compared to competitors. (19 reviews) - Users find the **learning difficulty** of GoodData.AI challenging, particularly with database connections and data model complexities. (18 reviews) - Users find the **complexity** of GoodData.AI challenging, especially during initial setup and data modeling tasks. (12 reviews) - Users find the **limited customization options** of GoodData.AI frustrating, impacting their ability to tailor reports effectively. (12 reviews) - Slow Performance (11 reviews) - Complex Usage (9 reviews) - Complex Data Modeling (8 reviews) - Users experience **initial difficulty** with GoodData's integration and report understanding, but it improves with time and learning. (8 reviews) - Limited Features (8 reviews) ## GoodData.AI Reviews ### 1. Excellent approach to data modeling and metrics **Rating:** 4.5/5.0 stars **Reviewed by:** Victor K. | Database Admin, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2025 **What do you like best about GoodData.AI?** I like that GoodData runs on its own cloud, so from an implementation perspective, we didn't have to do anything. Its main advantages are the large number of predefined metrics, the visual components, and the easily configurable dashboards. **What do you dislike about GoodData.AI?** GoodData has worked out particularly well compared to other platforms, It's very easy to use, offers excellent customer service and onboarding support, and offers a set of features that quickly integrate with our organization's needs. **What problems is GoodData.AI solving and how is that benefiting you?** With GoodData, we didn't require internal development resources to integrate analytics into our application. Additionally, the data modeling approach helped us simplify the overall dataset preparation process. ### 2. Excellent option as an integrated BI solution for a SAAS tool **Rating:** 5.0/5.0 stars **Reviewed by:** Venera F. | Marketing Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2025 **What do you like best about GoodData.AI?** We value the ease of use of front-end tools. By providing demos for our clients, we can navigate quickly and make real-time updates. Additionally, GoodData offers the most innovative features to meet the needs of our end users. **What do you dislike about GoodData.AI?** The platform compares favorably with other tools, such as PowerBI and Tablue. In my opinion, it offers most of the solutions our company needs, and its performance has been truly incredible, so I have nothing negative to say. **What problems is GoodData.AI solving and how is that benefiting you?** We were looking for a comprehensive solution to connect our databases. Thanks to GoodData, I can quickly connect multiple reports to create visualizations and maintain consistency. **Official Response from Greta Brauer:** > Thank you for your positive feedback, Venera! We're glad to hear that GoodData can deliver the innovative solutions your company needs and that the performance results have lived up to the hype. Thanks for sharing :) Greta ### 3. GoodData helps you process data to create reports or dashboards **Rating:** 5.0/5.0 stars **Reviewed by:** Felipe G. | Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** August 25, 2025 **What do you like best about GoodData.AI?** I prefer GoodData to other products because it's easier to use for everyday people like me. Besides being easy to use, it also has many features that help me in my work, and it's more affordable than other products. **What do you dislike about GoodData.AI?** So far, we're very satisfied with GoodData's performance, we haven't received any complaints. In my opinion, it's been a great help to the entire organization. **What problems is GoodData.AI solving and how is that benefiting you?** We chose GoodData because we needed a powerful and easy-to-configure platform. It allows us to manage a large amount of data to create KPIs with a wealth of information. ### 4. It is a good product for smaller organizations, but as you scale, there are considerations to take **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2024 **What do you like best about GoodData.AI?** I like that it is out of box and easy language to script in; I also like how the UI looks, especially in the KPI section; looks very neat and very powerful math can be done in it **What do you dislike about GoodData.AI?** The limited standard functions that can be used to code with, very rigid on some things, lack of development or enhancements on some of their major product lines without upgrading to cloud; slowness in reporting has been a major downside as we scaled **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to create a complex data model that Good Data can build off of. We do not have to raw code everything and it allows users with minimal coding knowledge to create valuable business insights; it allows for compliance reporting, target reporting, benchmark checks, audits, etc. ### 5. GoodData is perfect for simplifying data analysis and making better decisions **Rating:** 5.0/5.0 stars **Reviewed by:** Alain R. | Quantitative Research Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 08, 2025 **What do you like best about GoodData.AI?** I love that it manages our large amounts of data without compromising security. It's excellent for integrating into existing web applications, and the licensing is also very convenient. I also like that it saves us a lot of time and energy. **What do you dislike about GoodData.AI?** I find it quite intuitive, although some users find data modeling quite technical and requires experience. I have nothing negative to say, our experience has been excellent. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData brings all the data together in one place, making it easier for us to understand it in real time. We use this platform to integrate dashboards and data visualizations into our product. ### 6. Reliable BI tool, great semantic layer, missing features of modern BI tool, awkward metric language **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** May 29, 2024 **What do you like best about GoodData.AI?** Gooddata works with hardly any downtime incidents. They have a great support team and respond very quickly to any questions. We are able to easily manage all parts of the semantic layer, the data model, visualisation objects both through UI and API. Multi-tenancy is a strong point in favour - being able to easily implement usergorup/customer specific workspaces. **What do you dislike about GoodData.AI?** We have used GD for many years and although the system is very stable, it lacks some features you may expect from a moderm BI tool. The UI is not up to par with competitors and AI features are not yet refined. There is a steep learning curve for writing metrics due to a non-straight-forward query language (MAQL) - making it difficult to deliver self-service analytics. The pricing model can be high **What problems is GoodData.AI solving and how is that benefiting you?** provide reliable out of the box analytics to over 500 customers administer workspaces easily through API **Official Response from Natalia Nanistova:** > Thank you for your detailed feedback! It's great to know that managing the semantic layer and distributing segregated reporting have been strong points for your organization. Your insights regarding areas for improvement are highly valuable to us. We're continuously working to enhance our platform, and your feedback guides us in this process. For assistance with navigating MAQL and creating multidimensional queries, you can access a helpful resource at the URL provided below. This guide can assist in delivering self-service analytics more effectively. If you have further suggestions or need additional assistance, please don't hesitate to reach out to me personally at natalia.nanistova@gooddata.com. We’re here to support you and ensure you get the most out of GoodData. Natalia ### 7. GoodData offers client-based workspaces to support our services **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel F. | Senior Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 01, 2025 **What do you like best about GoodData.AI?** Primarily, its ease of use for onboarding new users sets it apart from the competition. I like that it has a visualized data model for easy understanding. It boosts our digital marketing businesses, contributing to informed decision-making. **What do you dislike about GoodData.AI?** Starting to use this platform was the best decision the company made. It works well for our needs. Additionally, its self-service tool is easy to use and addressed many of the one-time reporting requests we received from our clients. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has helped solve business problems and reduce internal operating costs. We have multiple active workspaces and numerous widely used dashboards. ### 8. Fully centralized analysis software that allows you to analyze data **Rating:** 5.0/5.0 stars **Reviewed by:** Fabien P. | Software Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 06, 2025 **What do you like best about GoodData.AI?** The analytics features are excellent, I like that the product has many options for creating all kinds of charts. Providing a centralized platform for accessing analytical content delivers accurate reporting from a single dashboard. **What do you dislike about GoodData.AI?** The implementation process can present challenges for users, from initial data setup to time-consuming recording. There are certain bugs that cause delays in the software. **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to transform complex data into visual representations, providing a single point of access to a wide range of analytical content. It's highly effective in providing a highly understandable end result. ### 9. GoodData helps businesses identify new trends and optimize operations **Rating:** 5.0/5.0 stars **Reviewed by:** Marcos L. | Transition Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** May 25, 2025 **What do you like best about GoodData.AI?** GoodData has provided us with the most accurate analytical insights into our data. I like its excellent integration with existing web applications, and its licensing is also very well suited to this. **What do you dislike about GoodData.AI?** I had a great onboarding and implementation experience with very helpful consultants. I have nothing negative to say about this platform, I love that it keeps confidential information secure and makes our teams work more conveniently. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData to integrate dashboards and data visualizations into our product. We also use it to optimize our decision-making and streamline our operations thanks to its advanced analytics. ### 10. The perfect tool for internal or integrated data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Leonardo D. | Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** May 12, 2025 **What do you like best about GoodData.AI?** I like that its dashboard builder includes drag-and-drop functionality, allowing users to create dashboards efficiently and easily. I also like that its features includes AI capabilities for data prediction and key factor analysis. **What do you dislike about GoodData.AI?** The truth is that this tool has worked incredibly well over the course of my time using it, so I have no complaints whatsoever. It allows us to integrate our devices with our exact preferences and configurations. **What problems is GoodData.AI solving and how is that benefiting you?** Since most of our data comes from multiple sources, GoodData has been our best options. It allows us to view all of our important business metrics from a clear and organized dashboard. **Official Response from Greta Brauer:** > We're thrilled to hear that - thank you for sharing, Leonardo! ### 11. GoodData helps businesses process data to create reports or dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Wilfreed T. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 07, 2025 **What do you like best about GoodData.AI?** GoodData is easy to use and more affordable than other similar platforms. It has many features that help me be more efficient and effective in my work. I like the automated email reports, they are extremely helpful. **What do you dislike about GoodData.AI?** So far, I have nothing negative to say. We're very satisfied with GoodData's performance. We haven't received any complaints. It's been a great help, from use to support. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps us work much faster, we rely primarily on custom charts and the use of MAQL. It's very useful for processing the data I've created to display in the chart. ### 12. Makes it easier for end users to understand complex data sets **Rating:** 5.0/5.0 stars **Reviewed by:** Eder G. | Customer Experience Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** May 08, 2025 **What do you like best about GoodData.AI?** I love the flexibility to create amazing visualizations, it makes it easy to quickly create interactive dashboards. I love the fact that I can incorporate multiple data sets, the visualization options are flexible. It offers numerous options for customizing charts. **What do you dislike about GoodData.AI?** I'd like the experience to be a little more intuitive, some elements can be repetitive. I'd like to see improved processing time, the number of integrations could be improved. **What problems is GoodData.AI solving and how is that benefiting you?** The community in incredibly supportive, and I can easily create detailed sales reports. It's easy to implement across our team and provides insights into the data. It's extremely useful for our research data team. ### 13. The platform allows the use of multiple languages. **Rating:** 5.0/5.0 stars **Reviewed by:** Eric N. | Chief Data Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2025 **What do you like best about GoodData.AI?** GoodData connects to all our data sources and facilitates rapid model deployment. The ease of use and integration with data systems allows us to move more quickly through all aspects of the data product lifecycle. I find it easy to use. **What do you dislike about GoodData.AI?** I find current offerings expensive. Small and medium-sized businesses may find it a burden on their budgets. GoodData has a steep learning curve to adapt to the platform. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is designed to work seamlessly with open source technologies and standards, making it easy to integrate with existing systems and workflows. Reuse, schedule, and monitor tasks. ### 14. GoodData is a good choice as an integrated BI solution for a SAAS tool **Rating:** 5.0/5.0 stars **Reviewed by:** Matias G. | Digital Marketer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 26, 2025 **What do you like best about GoodData.AI?** GoodData offers advanced analytics for predictive modeling. I like that it's easy to use for users unfamiliar with business intelligence tools. It has a comprehensive and simple user interface that allows for creating custom dashboards and reports. **What do you dislike about GoodData.AI?** I personally pushed our management to implement GoodData, and since then, we've been seeing far greater gains than ever before. It helps us identify potential problems before they arise and make proactive decisions. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData to extend our application's reporting capabilities and allow our customers to create custom reports tailored to their business needs. **Official Response from Greta Brauer:** > Thank you for being a champion, Matias! :) It's great to hear that you find the advanced analytics and user-friendly UI valuable for your users. We are happy to be part of your success! - Greta ### 15. Manage large volumes of data efficiently **Rating:** 5.0/5.0 stars **Reviewed by:** Shelly M. | Product Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 15, 2025 **What do you like best about GoodData.AI?** Creating the dashboard is simple and offers a wide variety of customization options. I like that the solution makes it easy to create data models and greatly simplifies data visualization. I like the ability to have separate dashboards. **What do you dislike about GoodData.AI?** I'd like to see some level of configurability, the self-service documentation could be improved. I find it difficult to create a custom visualization, it can be a bit unwieldy. **What problems is GoodData.AI solving and how is that benefiting you?** Easily extract information from our systems, the data we obtain helps us identify changes. We can create data links directly within the platform, offering a modern approach to business intelligence. ### 16. Enable organizations to transform raw data into actionable insights **Rating:** 5.0/5.0 stars **Reviewed by:** Bob B. | Senior BI Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2025 **What do you like best about GoodData.AI?** I like it because, with advanced tools for data analysis and visualization, reporting, and dashboard creation, GoodData offers customized data products to facilitate informed, data-driven decision-making. **What do you dislike about GoodData.AI?** GoodData offers flexible and scalable analytics solutions that can be adapted to any business. In our case, we haven't encountered any issues or problems, there's nothing negative to say about this platform. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has allowed us to drive significant changes and achieve more through data processing. In a matter of minutes, we can have a dashboard with updated indicators and reports. ### 17. GoodData is great and ideal for different data management and analytics needs **Rating:** 5.0/5.0 stars **Reviewed by:** Carla C. | Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2025 **What do you like best about GoodData.AI?** I like Gooddata because its a good solution for data analysis. I like being able to analyze large amounts of data, its flexible and offers robust dashboards with high-quality, customizable insights. I would definitely recommend this software because it works wonders. **What do you dislike about GoodData.AI?** Sometimes data analysis wont provide us with the meaningful information we need. **What problems is GoodData.AI solving and how is that benefiting you?** Im very happy with GoodData because it continues to work and solve problems in embedded analytics and business intelligence, and its ideal for professionals because of its excellent data analysis capabilities and the fact that I can cross-reference data to create reports, and were happy. ### 18. all standard visualization charts and graph at one place now powered with AI **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 05, 2024 **What do you like best about GoodData.AI?** easily navigable UI with different tab for Dashboard, Analyze tab for editing and viewing visualization and Metrics, and data tab to list the metrics and view/edit LDM. Its integration and implementation with other system especially with IFrame is quick. There are many customized dashboard that we have developed to cater particular need and whenever we ran into any technical difficulty customer support is always there to help of use. **What do you dislike about GoodData.AI?** The concept of LDM and how to use it what we want to achieve is bit difficult for beginners particularly who works mostly in Non-relational database. **What problems is GoodData.AI solving and how is that benefiting you?** Customize report building and dashboard for clients. We are also planning to use GD Reporting across our products so that our product users have better visibility. **Official Response from Natalia Nanistova:** > Thank you for sharing your feedback! We're thrilled to hear that you find our platform's UI easily navigable. We understand that the concept of LDM may present a few challenges, and I'm happy to say that we are continuously working on improving our onboarding and educational resources. Soon, you can expect new product tours and how-to videos that will support users in understanding and utilizing LDM effectively. If you have any further suggestions or feedback, please feel free to reach out to me directly at natalia.nanistova@gooddata.com. Your input is greatly appreciated! ### 19. Powerful and excellent tool for visualization and analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Cheney G. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2025 **What do you like best about GoodData.AI?** I like its ability to integrate with multiple data sources, the drag-and-drop interface makes it easy to create. It offers advanced analytical capabilities, and data integration is much simpler. I like that GoodData connects easily to many data sources. **What do you dislike about GoodData.AI?** Some advanced features require advanced knowledge, and performance may be slow with very large data sets. Large data sets may experience slow performance. **What problems is GoodData.AI solving and how is that benefiting you?** The tool quickly became easy to understand and allowed me to track my performance using metrics. It offers the most efficient way to share data analyses and makes customizations and data visualizations extremely easy. ### 20. Business Analytics for self-service data sustainability and custom reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Alain F. | Business Development Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2025 **What do you like best about GoodData.AI?** One of the things we value most about GoodData is its standardized metrics, data visualization, and complex analytics dashboards, which integrate directly with the sustainability user interface and workflows. **What do you dislike about GoodData.AI?** It generated a good return on investment and saved us a lot of time and money during implementation. It has an excellent set of tools that I learned to use easily. **What problems is GoodData.AI solving and how is that benefiting you?** For us, GoodData specifically addresses the ability to process, aggregate, and display distributed analytics, rather than requiring us to implemente such a platform ourselves. **Official Response from Greta Brauer:** > Hi Alain, Wow - thanks so much for highlighting the positive ROI results after bringing in GoodData! :) What an incredible result!! If you run into any challenges later on, don't hesitate to reach out. Thanks, Greta ### 21. Great for end users, a little tricky to get set up for a large multi customer data set. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Mid-Market (51-1000 emp.) **Reviewed Date:** May 28, 2024 **What do you like best about GoodData.AI?** I love the integration we were able to build with GD. It lets our customers make custom reports with a much lower learning curve and more flexibility than our previous solution. I especially like that as a user selects data fields, unrelated fields are automatically hidden. This is a nice guard rail to help end users avoid making mistakes. I also love that since rollout, there have been a few small improvements to the UI, that enable new features without any work on our end. **What do you dislike about GoodData.AI?** Ingegration with our data was a complicated process to get right at first. **What problems is GoodData.AI solving and how is that benefiting you?** Previously customers could only access pre built reports which were limited and hard to troubleshoot/find bad data. GoodData lets our users drill into specific issues very quickly. **Official Response from Natalia Nanistova:** > Thank you for your feedback! We're glad to hear that GoodData has made reporting easier and more flexible for your customers. We understand that the initial integration process can be challenging, and we're continuously working to improve this aspect. If there are specific resources or support materials that would have helped make the process smoother, we'd love to hear your suggestions. Please feel free to reach out directly at natalia.nanistova@gooddata.com. Thanks again for sharing your experience! ### 22. Clear and structured view of performance **Rating:** 4.0/5.0 stars **Reviewed by:** Sam R. | Marketing Insights Specialist, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** March 10, 2025 **What do you like best about GoodData.AI?** GoodData is good at structuring information and making it more useful for tracking the progress of business over time. Rather than depending on disjointed sources, it helps to bring things together to highlight the critical trends. Maybe the thing that I find valuable, is being able to see inconsistencies early, by comparing past with current performance. This also removes the burden of having to iterate over the updates to find the latest, which saves a tremendous amount of time and leaves little to no stress around monitoring the updates. **What do you dislike about GoodData.AI?** A drawback to GoodData is that it is a slow process to adapt it to particular business needs. Though the platform is very flexible, being able to change things is dependent upon the familiarity that gets very little. Some features require technical knowledge to modify and you have to rely on specialists for adjustments. That slows down work if immediately quick changes are required as we can’t always develop changes right away for additional support. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps with the problem of structuring information in a way that is easier to act on. We don’t have to go through several reports manually, please review insights that are organized and provide trends and changes. It has increased the way we capture performance and make decisions because we do not have to compile various pieces of information together. This has also allowed our team to work more efficiently, since everybody is able to quickly work with what they need without extra back and forth. **Official Response from Natalia Nanistova:** > Hi, thanks for sharing your experience! We’re glad GoodData helps you track performance efficiently and catch inconsistencies early—it’s great to hear it’s saving you time. We know some changes can require technical expertise, and we’re always working to make things smoother. In the meantime, we’d love for you to join our GoodData Slack community! It’s the best place to get quick answers and helps us focus on the right topics for education. [https://www.gooddata.com/slack] Appreciate your feedback, and we’re here if you need anything! — The GoodData Team ### 23. A solution that helped us understand our data and make better decisions **Rating:** 4.5/5.0 stars **Reviewed by:** Adam Z. | Data visualization specialist, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** March 02, 2025 **What do you like best about GoodData.AI?** Running our apps on spreadsheets and filling data by hand caused major problems for us. Maintaining correct data became our biggest problem before GoodData. Our business operations now run effortlessly with GoodData support. Our reporting work now runs faster because we combine data from several sources to one platform. Our main problem was dealing with absent live data. Through GoodData real time monitoring supports our team to make prompt data based choices. Today GoodData technology helped us transform campaign marketing performance by responding instantly to current data results. **What do you dislike about GoodData.AI?** New users encounter a relatively challenging process when learning to use GoodData. Our group needed additional time to feel at ease implementing all functionalities of GoodData. The current platform appearance sometimes betrays its need for a contemporary design update. The platform has an interface design which appears out of date relative to other modern tools we employ. The platform provides restricted possibilities for integration with other systems. Some unusual tools in our organization required us to create alternative solutions that made our overall process more challenging. **What problems is GoodData.AI solving and how is that benefiting you?** Our team spent many hours working with spreadsheets and adding data by hand before GoodData became our solution. Maintaining our data system created severe problems for us. GoodData handles all our operations without effort. Process for making reports works faster because we can access combined data from many sources in one location. Our team had extreme difficulties finding current information and using GoodData enables us to view our performance statistics instantly so we can take action more quickly. **Official Response from Natalia Nanistova:** > Thanks for sharing your thoughts! It’s awesome that you’ve been able to leverage real-time monitoring and combine data from multiple sources seamlessly. Regarding the learning curve, we’re constantly updating our documentation and providing resources like product tours and our Slack community to help users get up to speed quickly. We understand how important it is to feel confident using the platform, and if there’s a specific area you'd like us to focus on, we're happy to prioritize it to ensure you and your team succeed. As for the UI, we believe it’s already pretty intuitive, but we know that customization is key. That’s where our "analytics as code" comes in, enabling you to make advanced adjustments and tailor the platform to your exact needs. If there’s anything specific you’d like to see or have trouble with, feel free to let us know. We're all ears! :)) ### 24. One of the best tools for data representation and visualization **Rating:** 5.0/5.0 stars **Reviewed by:** Wahaj S. | Data Science Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** March 03, 2025 **What do you like best about GoodData.AI?** It is a very precise tool, it provides options to perform data analysis using different types of graphs. The system offers excellent visualization tools that are very useful, it provides a wide library of connectors. I loved that it is designed to be so easy to use. **What do you dislike about GoodData.AI?** The need to reset filters to return to the initial state is a bit confusing, it needs more connectors to connect to the databases. **What problems is GoodData.AI solving and how is that benefiting you?** Support is widely available when we need it, it is used to develop data analysis management representation. It provides the ability to connect with different data sources, it has helped in data visualization and reporting. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re thrilled to hear that you're enjoying GoodData’s precise toolset and excellent visualizations. Regarding the reset filter, it is designed to offer flexibility, especially when managing large data sets or performance. However, if this is more related to something else, we’d love to hear your suggestions and will consider them as we improve the experience. On the connectors, GoodData offers FlexConnect, which allows you to create custom connectors for any database you need. Additionally, with our Analytics as Code feature, you can further tailor the platform to fit your specific requirements. If you ever need guidance or want to connect with other users, our Slack community is a great place to share ideas, ask questions, and get support. Thanks again for your valuable input! We're always here to assist further if needed. ### 25. GoodData is a great reporting tool for anyone **Rating:** 5.0/5.0 stars **Reviewed by:** Paula V. | General Accounting Head, Small-Business (50 or fewer emp.) **Reviewed Date:** February 05, 2025 **What do you like best about GoodData.AI?** I love how it allows you to see all the important metrics and manage the data and analytics models. I also love how easy the plataform is to use and how it adds data to our dashboard. Finally, its reporting features are excellent and easy to use for anyone with no prior knowledge. **What do you dislike about GoodData.AI?** The process of creating custom reports or metrics offers a lot of guidance and can be a bit overwhelming. **What problems is GoodData.AI solving and how is that benefiting you?** All of its functions are useful and benefit us greatly because they allow us to do many things wiht data such as analyzing, manipulating, and visualizing it. It is truly excellent and surprises with its templates and solves many problems in report generation. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re thrilled to hear that GoodData is helping you manage and visualize your data effectively. We understand that creating custom reports and metrics can be a bit overwhelming, but our documentation is a great resource to guide you through the process. You can find all the details you need there, and if you ever have more questions, feel free to reach out or join our Slack community for support! ### 26. Extremely useful tool to get an overview of the data **Rating:** 5.0/5.0 stars **Reviewed by:** Jason B. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** February 04, 2025 **What do you like best about GoodData.AI?** I like the automation aspect of reporting, it has amazing features to represent the data. The user interface is very intuitive for new users, it is an easy to use BI tool to represent the data. I like the deployment aspect of this software. **What do you dislike about GoodData.AI?** I would like to see connectors for direct access to more data sources, there is no detailed information on how to use the tool. Sometimes there are bugs related to plugins. **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to merge multiple data sources into a single platform, offering a sophisticated way to analyze data with precise control. Drilldowns can be automatically enabled, which is a huge time saver. It keeps us informed about new releases. **Official Response from Natalia Nanistova:** > Thanks for your feedback! It’s great to hear that GoodData is helping with automation and reporting. Have you heard about FlexConnect? With FlexConnect, you can literally connect to any data source, which could be a great solution for the connectors you're looking for. It gives you the flexibility to build your own custom data connectors, making it easier to integrate data from various sources. You can learn more about it and its use cases here: https://www.gooddata.com/blog/flexconnect-build-your-own-custom-data-connectors/ If you need any help getting started, feel free to join our Slack community or use our professional services, where we can assist with setting everything up for you. Let us know how we can support you! ### 27. Serious platform for data processing, collection and visualization **Rating:** 5.0/5.0 stars **Reviewed by:** Anderson D. | Senior Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** March 02, 2025 **What do you like best about GoodData.AI?** I loved the way it helps simplify integration, interactive reports give the user a holistic view of the data. It makes it easy to automate data analysis and charts, provides insights into the data with eye-catching visual charts. We can easily get visuals. **What do you dislike about GoodData.AI?** Advanced analytics has a steep learning curve, has latency issues when handling large data sets, and customer support can be made more efficient. **What problems is GoodData.AI solving and how is that benefiting you?** The frequency of use has increased since it became available, allowing users to make data-driven decisions in a way that is accessible to everyone. It is primarily designed to support a wide range of data domains. **Official Response from Natalia Nanistova:** > Thanks for sharing your feedback! It’s awesome to know that GoodData is making your data analysis easier with those interactive reports and eye-catching visuals. We hear you on the performance side. There are definitely ways to optimize performance with large datasets, and I’ve attached some tips that could help in the meantime. We’re also working on some exciting feature updates that will improve this even further in the next few weeks. Stay tuned for those! As for customer support, we’re making it a priority to enhance our efficiency. Besides reaching out to the support team directly, feel free to tap into our Slack community anytime for quick tips and assistance from the broader GoodData community. We’re here to help! Thanks again for your insights, and don’t hesitate to reach out if you need anything or want to discuss further. ### 28. Really user friendly experience, I was able to learn how to use it very quickly **Rating:** 5.0/5.0 stars **Reviewed by:** Ramesh H. | Principal Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 26, 2025 **What do you like best about GoodData.AI?** The coverage capability is excellent, it has the ability to connect to local databases. I was able to quickly create ongoing weekly reports for the products, the database can be easily configured. The reporting capability is very good. **What do you dislike about GoodData.AI?** Should be able to integrate with other services such as web applications, could provide direct download capability. Does not support legacy datasets. **What problems is GoodData.AI solving and how is that benefiting you?** The tool is suitable for more technical roles, it helps to easily find the page we are looking for. It is a really user-friendly experience, ease of use for creating dashboards from various sources. It is very easy to use, fast and very helpful. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re glad to hear that GoodData’s user-friendly interface allowed you to quickly get up to speed and create reports easily. For integrating with other services like web applications, FlexConnect could be just what you're looking for. It allows you to build custom connectors and connect with a wide range of data sources. We can guide you through how to leverage it to meet your needs. Regarding direct download capability, GoodData already supports data export in formats like CSV. If you're looking for something more specific, let’s chat about your needs and see how we can help. As for legacy datasets, we understand they can present challenges. While they may require some adjustments, we’re happy to help with this as well—just let us know! Feel free to reach out anytime if you have more questions. We’re here to help! ### 29. User management is very intuitive **Rating:** 5.0/5.0 stars **Reviewed by:** Louis F. | System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 01, 2025 **What do you like best about GoodData.AI?** I like the ability to create data tables directly from code, it allows you to customize the specific implementation of the service. The user interface is simple, it offers many features to analyze your data. It gives the end user the ability to analyze the data in more depth. **What do you dislike about GoodData.AI?** More complex deployments may require professional services, sometimes dashboards can take a long time to load. Some visual things could be improved. **What problems is GoodData.AI solving and how is that benefiting you?** We use it every day in our operations, you can filter out what information you need only in a database. We use it integrated into our product for our customers, it allows us to use the platform in all kinds of ways. **Official Response from Natalia Nanistova:** > Thanks for sharing your experience! Glad to hear you find user management intuitive and enjoy the flexibility of creating data tables from code. We appreciate your feedback on performance and visuals - good news, we’ve got some exciting improvements coming soon. Stay tuned!:)) ### 30. Intuitive dashboard creation process **Rating:** 5.0/5.0 stars **Reviewed by:** Jeff A. | Management Consulting, Small-Business (50 or fewer emp.) **Reviewed Date:** February 11, 2025 **What do you like best about GoodData.AI?** I like that it allows users to create useful charts, the tool can easily process large amounts of data. I love that it can combine different types of data, it gives a very well formatted visual representation of data. **What do you dislike about GoodData.AI?** Sometimes it takes a lot of effort for basic functions, it is not clear with the errors it shows. It has a steep learning curve, sometimes we face random issues while accessing control panels. **What problems is GoodData.AI solving and how is that benefiting you?** The ability to easily segment data improves engagement, we use it to track subscriptions. It offers incredible flexibility to access multiple data sources, helping our BI team save a lot of time when building dashboards. **Official Response from Natalia Nanistova:** > Thanks for the review! It’s awesome to hear that GoodData is making it easier for you to visualize and combine data—being able to handle large amounts efficiently is a key strength. We totally get that the learning curve and occasional glitches can be a bit tricky at times. Rest assured, we’re always working to improve things! If you ever run into any issues or need some clarity on errors, don’t hesitate to reach out—we're happy to help you smooth things out! ### 31. Its features are very interesting, you can easily manipulate the data **Rating:** 5.0/5.0 stars **Reviewed by:** Chris K. | Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** March 05, 2025 **What do you like best about GoodData.AI?** The data connectivity of the tool is perfect, I love the multiple options that a tool can have. The platform allows users to connect to various data sources, allowing complex information to be presented in an intuitive way. **What do you dislike about GoodData.AI?** There should be a more user-friendly way of serving the user, some aspects that could be improved. Managing large data sets can sometimes cause problems. **What problems is GoodData.AI solving and how is that benefiting you?** Real-time monitoring ensures timely information, has a wide range of visualization options. Allows for creating customized reports, this tool is essential for organizations looking for information. It can be frequently used for data visualization. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re glad to hear GoodData’s data connectivity and visualization features are working well for you. We understand the challenge of managing large datasets. We’re rolling out performance improvements in the coming weeks to address this. In the meantime, feel free to check out our documentation or Slack community for tips. :)) If there’s anything else you'd like to see improved, let us know. We’re always working to make the platform better. Thanks again! ### 32. Perfect tool to quickly set up value-added panels **Rating:** 5.0/5.0 stars **Reviewed by:** Anand M. | Data Operations Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 08, 2025 **What do you like best about GoodData.AI?** I like the ability to produce useful analysis with a low learning curve, I can easily create meaningful reports. I love that I can combine data from different sources, it provides a good service to my clients by implementing the best data. **What do you dislike about GoodData.AI?** I would like to see more comprehensive documentation in different areas, there are some bugs in some of the analysis services. Some more basic formatting options would be appreciated. **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to take customer data from different places, it offers great flexibility in how to present the data. It helped us develop dashboards that display all the data, it provides a good and professional BI solution. **Official Response from Natalia Nanistova:** > Thanks for sharing your thoughts! We’re glad to hear that GoodData is helping you create meaningful reports and combine data from various sources effectively. Could you share a bit more about which specific areas in the documentation you'd like to see enhanced? We’re always looking to improve, and your input will help guide us in making those adjustments. Also, if you're encountering any bugs with the analysis services, we’d be happy to help troubleshoot or offer workarounds. Let us know if you'd like more details or need any assistance—our team is always here to help! :)) ### 33. Flexible and easy-to-use platform, making it accessible to users of all levels **Rating:** 5.0/5.0 stars **Reviewed by:** Toby A. | Program Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2025 **What do you like best about GoodData.AI?** I like their wide range of data sources and excellent customer service. I like the variety of tools that are available to use, we can easily create reports and dashboards. It is one of the best business intelligence systems. **What do you dislike about GoodData.AI?** Performance can sometimes slow down when working with very large datasets, adding custom fonts is not possible, and visualizations are not as flexible for customization. **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to better analyze any important information, it is an excellent tool to analyze and visualize data. It allows access to data in real time, it has a large number of online resources. **Official Response from Natalia Nanistova:** > Thanks so much for sharing your thoughts! I’ll definitely pass this along to my team. :)) Regarding the performance with large datasets, we get how important speed is, and we're constantly working on ways to improve. I’ve attached an article with tips that could help optimize performance. We’re also super excited about some new improvements we’re rolling out soon—stay tuned! Can’t wait for you to experience them, and as always, we’d love to hear any additional feedback! For custom fonts and visualization flexibility, we totally get how important customization is. With our "analytics as code" capabilities, you can unlock even more advanced customizations and really tailor the platform to your needs. Your feedback is so valuable in helping us guide these updates! Thanks again for sharing! Let us know if you need anything else or if you want to discuss further. ### 34. Faster and smoother implementation in a very short period of time **Rating:** 5.0/5.0 stars **Reviewed by:** Betty S. | Group Leader, Small-Business (50 or fewer emp.) **Reviewed Date:** February 07, 2025 **What do you like best about GoodData.AI?** I like the way all columms are filtered, there are plenty of tools to extract value from the data. It allows you to create dashboards quickly, provides easy to navigate information in a well organized dashboard. I like the ease of use for oganizing data. **What do you dislike about GoodData.AI?** Custom tables need to be modified even when the query works fine, the interface for creating data models could be improved. **What problems is GoodData.AI solving and how is that benefiting you?** It allows us to create prototypes for end users, it meets our needs as a BI tool. We can customize the dashboards effectively, it allows for faster execution of dashboard building. It has allowed us to integrate it with our application very easily. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re excited to hear that GoodData has been effective in helping you build dashboards quickly and efficiently. It’s great that you’re able to extract valuable insights and integrate it seamlessly with your application. Regarding the need to modify custom tables and the interface for data models, these are areas where we can definitely help. If you’d like, we can offer guidance to streamline this process or discuss ways to optimize your workflow. Feel free to reach out or check out our documentation for more tips. You can also join our Slack community to connect with other users and share best practices. ### 35. GoodData offers a great way to manage your business **Rating:** 5.0/5.0 stars **Reviewed by:** Mina A. | IT Development Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2025 **What do you like best about GoodData.AI?** I like the agility and ease of building dashboards intuitively, as it allows us to have a board with indicators and reports in a matter of minutes. I also like that is is very easy to integrate with other platforms. **What do you dislike about GoodData.AI?** I have nothing negative to say about GoodData, it is a flexible and fast tool to adapt to business needs and its user interface is simple without unnecessary tools, allowing us to focus on its main function. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData has been a boost for team members and an excellent partner for the organization as a whole. It is ideal if you have data coming from multiple sources and need to create complex reports. **Official Response from Natalia Nanistova:** > Thanks for your review! It’s great to hear that you find GoodData easy to use and quick to set up. We’re glad it helps your team manage data seamlessly. If you ever have questions or want to connect with other users, feel free to join our Slack community! :) ### 36. GoodData perfect for integrating dashboards and data visualizations **Rating:** 4.5/5.0 stars **Reviewed by:** Loring L. | General Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2025 **What do you like best about GoodData.AI?** I like that it handles large amounts of data without compromising security, keeping sensitive information safe through its access control. I also love that it allows our teams to share very useful data reports, dashboards, and also important business information, making all teams work more conveniently. **What do you dislike about GoodData.AI?** We had a great onboarding and implementation experience with very helpful consultants. I have nothing negative to say about this platform, the experience and performance have been amazing, tailored to our needs. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData to simplify data analysis and make better decisions. In our case, it helps us solve key problems related to data management and decision making. **Official Response from Natalia Nanistova:** > Thank you for the awesome review! 🙌 It’s great to hear GoodData is helping your team manage data and make decisions more smoothly. I'm so glad the onboarding went well and that you’re finding value in the security features and sharing capabilities. If you ever need anything, feel free to reach out—we are here to help! ### 37. GoodData addresses all kinds of BI issues with lots of customizations **Rating:** 5.0/5.0 stars **Reviewed by:** Mileidy S. | Sales Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2025 **What do you like best about GoodData.AI?** I like it to have simple integrated features and to meet our reporting needs, allowing us to measure changes in our processes to improve customer satisfaction. I also like it expose the analyses to end users and that its easy to create new dashboards and incorporate new users. **What do you dislike about GoodData.AI?** I think that in some cases data analysis does not allow for drawing meaningful conclusions. **What problems is GoodData.AI solving and how is that benefiting you?** Since it used to improve analysis and streamline data integration and reporting due to its extensive capabilities, it has been useful for solving many problems and has been very useful especially for monitoring performance and allows us to make decisions and optimize most processes. **Official Response from Natalia Nanistova:** > Thanks for your feedback! It’s great to hear that GoodData is helping with reporting and performance monitoring. We understand that sometimes making data actionable can be tricky, and we’re constantly improving the platform to ensure the insights are clearer and more impactful. If you'd like, we’d be happy to dive deeper into your use case or share best practices to help optimize your analysis. Feel free to reach out or join our Slack community for more support! ### 38. Allows you to transform raw data into actionable information **Rating:** 4.5/5.0 stars **Reviewed by:** Fofana N. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2025 **What do you like best about GoodData.AI?** I like it because it offers end-to-end solutions, including channel integration, data modeling, visualizations, integration, and AI capabilities. I also like its sales demo, it is very informative. **What do you dislike about GoodData.AI?** GoodData offers customized data products to support informed data-driven decision making. I have not had any negative experiences since using it, it is flexible to adapt to business needs. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData for its agility and ease of building dashboards intuitively, since in a matter of minutes you will have a dashboard with indicators and reports. In addition, we will be able to see all the important metrics from an organized dashboard. **Official Response from Natalia Nanistova:** > Thank you for the awesome review! 😊 It’s great to hear that you’re loving GoodData’s end-to-end solutions and how easy it is to build dashboards in no time. We’re all about making data work for you, so knowing it’s helping you get actionable insights so quickly is amazing! If you ever need anything, we’re always here to help. ### 39. Self-service business intelligence tool with data transformation capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Audric L. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** March 10, 2025 **What do you like best about GoodData.AI?** The wide variety of dynamic visuals available are excellent, offering the best data visualization capabilities. It has a strong collaborative setup, we can create an interactive dashboard with data analysis features. **What do you dislike about GoodData.AI?** Sometimes it is necessary to filter data before viewing it, the platform sometimes hangs while loading data. It takes some time to learn how to use the tool correctly. **What problems is GoodData.AI solving and how is that benefiting you?** Automatic relationship creation is easy, offers many drag and drop options. It helped me analyze tons of data in different visualizations, ca be integrated with almost all data sources. **Official Response from Natalia Nanistova:** > Hi, thank you for your feedback! We're glad you enjoy GoodData's dynamic visuals and collaborative features. We understand that filtering data before viewing can sometimes cause the platform to hang, and that there's a learning curve to using the tool effectively. To address these concerns: 1. Optimize Data Models: Properly structured data models can significantly improve performance. (https://shorturl.at/1Ucyu) 2. Efficient Filtering: Applying filters at the appropriate level—metric, insight, or dashboard—can enhance responsiveness. (https://shorturl.at/DX1JJ) We continually work on platform enhancements to improve performance and usability. For real-time support and to connect with other users, consider joining our GoodData Slack community. It's a great place to get quick responses to your questions and share best practices. [https://www.gooddata.com/slack/] — The GoodData Team ### 40. Ability to explore more details, customization and upgrades **Rating:** 5.0/5.0 stars **Reviewed by:** Aubin A. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 03, 2025 **What do you like best about GoodData.AI?** I like it because it offers flexibility and autonomy to move quickly, it has access to library functions, it can be customized to do many things, it allows users to gain business insights. I like the ease of integration with other products. **What do you dislike about GoodData.AI?** You may face some lags at times, plugins are often not well maintained. The UI could be better, it's not very easy to navigate for creators. **What problems is GoodData.AI solving and how is that benefiting you?** It has been efficient enough to increase productivity, it allows us to have the business intelligence we need. It has been able to meet the needs of our clients, it is an impressive tool to automate my processes. **Official Response from Natalia Nanistova:** > Thanks for sharing your feedback! We’re glad to hear you’re finding flexibility and integration useful. We’ve been rolling out new features to improve the UI, but we’d love to connect if you have specific suggestions or more detailed feedback on how we can make it even better for creators. Feel free to join our Slack community or reach out directly anytime! :) ### 41. Really powerful analytics tool that allows you to connect to multiple data source **Rating:** 5.0/5.0 stars **Reviewed by:** Zahid S. | Director Of Data Sciences, Small-Business (50 or fewer emp.) **Reviewed Date:** February 07, 2025 **What do you like best about GoodData.AI?** I find the dashboard interface extremely easy to understand, it can perform a lot of complex data visualizations. I like its broad capability in developing new features, it has many applicable use cases. **What do you dislike about GoodData.AI?** It should be easier to create test sets, data is not automatically updated. I would like to see list reports be much more advanced, the availability to use formulas seems a bit restrictive. **What problems is GoodData.AI solving and how is that benefiting you?** It gives us the flexibility to offer intelligences tools, creating charts on dashboards is done seamlessly. The tool itself has many features to suit your needs. It is an intuitive platform that has provided layers of intelligence. **Official Response from Natalia Nanistova:** > Thanks for sharing your thoughts! We’re happy to hear that GoodData’s dashboard and visualizations are making your work easier and more flexible. About the challenges with test sets, data updates, and formulas, we completely understand. These are definitely areas where we can help optimize your experience. If you’d like, we can assist in improving the flow of your data updates or offer alternative solutions to expand your formula options. Don’t hesitate to reach out for more personalized support. You can also dive into our documentation for further guidance, and our Slack community is always open for collaboration and sharing tips. ### 42. It offers multiple data set options and is easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Hamere G. | Account Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** February 24, 2025 **What do you like best about GoodData.AI?** I like its ability to manage and analyze data, it stands our for its scalability and cost-effectiveness. It provides all the information in the right way, it provides an amazing and powerful BI tool. It allows users to use natural language. **What do you dislike about GoodData.AI?** I feel comfortable using the platform, the service is well designed. So far I have not had any bad experiences with the product. **What problems is GoodData.AI solving and how is that benefiting you?** It is mainly used for simplified data visualization, it can provide a quick overview. It can easily manage large amounts of data, it is used to perform cloud-based business analysis. **Official Response from Natalia Nanistova:** > Thanks so much for the great feedback! I’m really glad to hear GoodData is making data management easier and more efficient for you. If you ever want to explore anything further or need a hand with something, just let me know! :)) ### 43. Highly extensible platform that connects multiple data sources **Rating:** 5.0/5.0 stars **Reviewed by:** Albair M. | Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 09, 2025 **What do you like best about GoodData.AI?** The dashboards are very attractive, it allows business users to work with dashboards. The built-in analytics offering are an added benefit, I like the simplicity of the different features that the platform offers. **What do you dislike about GoodData.AI?** It would be great to have some integration developed, the visualizations could be modernized a bit. It would be great to have a simpler integration with Excel. **What problems is GoodData.AI solving and how is that benefiting you?** The data I collect helps me extract insights, it is easy for us to create a variety of powerful reports. This tool has made writing visualizations easier, it allows us to have a central place from which we can report. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re glad to hear that GoodData’s dashboards and built-in analytics are helping you with your reporting. Regarding the areas you mentioned for improvement, we’d love to help further. Our team can assist with integrations, including using our custom connectors, and we’d be happy to explore how we can best meet your needs. If Excel integration is something you’d like to dive into further, we can guide you through the process—it’s designed to be as smooth as possible. Additionally, if you're interested in deeper customization or want to explore advanced analytics features, we have resources like documentation to help. Feel free to connect with us on Slack or reach out directly—we’d love to discuss your specific needs and share tips from our community! ### 44. Great software that allows me to solve data systematization problems **Rating:** 5.0/5.0 stars **Reviewed by:** Julian B. | Managing Director, Small-Business (50 or fewer emp.) **Reviewed Date:** February 05, 2025 **What do you like best about GoodData.AI?** The security aspect of GoodData is outstanding, there are a huge number of visualizations available. I love the flexibility and development, providing speed when working with large data sets. There are many customization options available. **What do you dislike about GoodData.AI?** There were some limitations based on the dataset, I think it is still very complicated to change environments. The loading speed of the panel becomes quite slow at very specific times. **What problems is GoodData.AI solving and how is that benefiting you?** It helps me provide users with up-to-date information, it can provide immediate and accurate analysis. It allows us to have a broader view of our entire process, it offers extraordinary and robust functions. **Official Response from Natalia Nanistova:** > Thanks for sharing your feedback! We're glad to hear that GoodData is helping you tackle data systematization and providing valuable insights. We appreciate your thoughts on security, visualizations, and flexibility. Regarding the dataset limitations and environment changes, we're always working on improvements to streamline those processes. If you're experiencing slow loading times, feel free to reach out for tips or check out our documentation for more guidance. We're here to help! ### 45. GoodData delivers custom analytics anywhere **Rating:** 5.0/5.0 stars **Reviewed by:** Leal M. | Senior Office HRBP, Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2025 **What do you like best about GoodData.AI?** I like that it allows different types of users to explore data independently and also create interactive dashboards and charts with great ease thanks to its no-code user interface. **What do you dislike about GoodData.AI?** The experience with GoodData has been perfect, so much so that I have no negative comments. It is an excellent digital tool that has given me new business opportunities. **What problems is GoodData.AI solving and how is that benefiting you?** This platform has allowed our developers to increase efficiency with code-based automation. Thanks to its tools and plans, we have been able to better leverage workflows and thus create analytical environments much faster. **Official Response from Natalia Nanistova:** > Thank you so much for your wonderful review! 😊 We're thrilled to hear that GoodData has helped you increase efficiency with code-based automation and enabled you to explore data with ease. It’s great to know our platform is supporting your workflows and business opportunities. If you ever have any feedback or need assistance, we're always here to help! ### 46. Powerful and versatile business intelligence tool that offers a wide range of benefits **Rating:** 5.0/5.0 stars **Reviewed by:** Quennel H. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2025 **What do you like best about GoodData.AI?** The platform offers a variety of graphical options, offers easy-to-use BI tools with seamless integration. It provides real-time information to users, it is a very easy-to-use tool for everyone. **What do you dislike about GoodData.AI?** Lacks advanced interactivity in dashboards; advanced dashboard functionality is quite limited. User interface can be inintuitive at times, but could use some improvement in customization options. **What problems is GoodData.AI solving and how is that benefiting you?** Its ease of implementation is impressive, offering a good entry point into business intelligence tools. The platform allows users of all skill levels to create dashboards, helping us gather intelligent information that we use to make decisions. **Official Response from Natalia Nanistova:** > Thanks for your thoughtful review! 😊 We’re so glad you find GoodData easy to use and valuable for decision-making. You mentioned advanced interactivity—have you had a chance to explore features like drill-downs, scheduling, and alerts? We’ve added flexible dashboard layouts and workflow automation directly in the UI, which might help! Also, some interactive options depend on user permissions, so we’d love to help if needed. Your feedback is super valuable, and we’re always working to improve! ### 47. Ability to manage multiple database connections **Rating:** 5.0/5.0 stars **Reviewed by:** Naja T. | Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2025 **What do you like best about GoodData.AI?** I like the ability to drill down into the dashboards, it offers the ability to connect to multiple data sources. The features and design options are fantastic, it is committed to our success. **What do you dislike about GoodData.AI?** It was sometimes confusing to know where to click to update filters, the report manager configuration was poor. We had some intermittent performance issues. **What problems is GoodData.AI solving and how is that benefiting you?** It is one of the best I have used. It offers a lot of flexibility in terms of data sources. There are numerous options such as add-ons to connect to various sources, allowing us to quickly create analyses. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re thrilled to hear that GoodData’s flexibility with data sources and drill-down features are helping you with your analyses. Regarding the challenges with filter updates and the report manager, we’d love to assist in optimizing your setup for a smoother experience. If you're encountering occasional performance issues, our team can help troubleshoot and improve your workflow. Feel free to reach out, or explore our documentation for tips. Also, you’re welcome to join our Slack community for additional support and to share insights with other users! ### 48. Very flexible tools in their entirety **Rating:** 5.0/5.0 stars **Reviewed by:** Zahir Q. | Director Of Business Intelligence, Small-Business (50 or fewer emp.) **Reviewed Date:** February 05, 2025 **What do you like best about GoodData.AI?** I love how the sidebars are organized, the their features of the tool are quite functional. It has allowed us to easily analyze large data sets, I love it because the tools are very intuitive. **What do you dislike about GoodData.AI?** We are having some issues override filters in our interface, I would like the data to be constantly updated. Sometimes the error messages are not helpful. **What problems is GoodData.AI solving and how is that benefiting you?** They allow us to view our analysis in multiple ways, and do great job of consolidating data from different sources. We do real-time profitability analysis, using the product to help our clients gain insights. **Official Response from Natalia Nanistova:** > Thanks for your feedback! We’re glad to hear that GoodData has been intuitive and helpful for analyzing large data sets. The issue you're experiencing with overriding filters and data updates could be related to something other than the environment itself, and we’d be happy to help troubleshoot and resolve that. If the error messages aren't helpful, our team can provide more specific guidance. Please feel free to reach out directly, or check out our documentation for additional support! You can also join our Slack community for more tips and direct assistance from both the team and other users. :) ### 49. This is something new and free flow software **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** September 23, 2025 **What do you like best about GoodData.AI?** This helps to create and modify the data with using ai in professional way, which helps the organisation to get the best **What do you dislike about GoodData.AI?** There it needs to updated for a user friendly **What problems is GoodData.AI solving and how is that benefiting you?** To analyse the data and structures of the built this helps me in generating summarise of the data to perform **Official Response from Natalia Nanistova:** > Thank you for sharing your thoughts. It’s great to hear that GoodData supports your data analysis and reporting goals. We continuously enhance the platform to make it even more intuitive, and we’re confident upcoming updates will further improve the overall user experience. For early access to feature news and best practices, we invite you to join our community. ### 50. Powerful and accessible **Rating:** 5.0/5.0 stars **Reviewed by:** Sophia C. | Product Manager, Intelligent Transportation Systems - North America, Mid-Market (51-1000 emp.) **Reviewed Date:** September 24, 2024 **What do you like best about GoodData.AI?** When it comes to familiarity and comfort with digital tools, our user base tends to be on the less experienced side. It was important to us that our white-labeled analytics solution had customizable reports and dashboards that were within reach for them, but also powerful enough for internal use and to serve the smaller segment of users with analytics experience. Our insights module has become a hugely popular feature among prospects and current users alike, with the ease and approachability of use standing out as winning aspects. Our professional services relationship has been outstanding, and working with the BI Specialist feels as if he is a member of the team because he is so knowledgeable of our product and data. **What do you dislike about GoodData.AI?** The dependency on MAQL reduces our ability to repurpose or reapply SQL knowledge internally. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData allows us to provide white-labeled insights and dashboards to our users while minimizing the amount of resources we spend internally on offering these features. **Official Response from Natalia Nanistova:** > Thank you for your feedback, Sofia. We’re pleased that GoodData is effectively meeting the needs of both your team and end-users. Your insights are greatly appreciated as we continue to refine and improve our platform. ## GoodData.AI Discussions - [What is the future of that platform?](https://www.g2.com/discussions/34286-what-is-the-future-of-that-platform) - 1 comment, 1 upvote - [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 - [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 - [send e-mails for users](https://www.g2.com/discussions/13774-send-e-mails-for-users) - 2 comments, 1 upvote - [are you looking at integrations and user friendly automated reports?](https://www.g2.com/discussions/27532-are-you-looking-at-integrations-and-user-friendly-automated-reports) - 1 comment - [View GoodData.AI pricing details and edition comparison](https://www.g2.com/products/gooddata-ai/reviews?page=3§ion=pricing&secure%5Bexpires_at%5D=2026-07-12+23%3A27%3A29+-0500&secure%5Bsession_id%5D=7f222985-75bc-416e-b2b0-ee1f46e03d03&secure%5Btoken%5D=5d4af7bb0a5e1316cae4b3074fe9b7c05e8faa9a99acf1171b5dda3d6201cdea&format=llm_user) ## GoodData.AI Integrations - 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[Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [Zendesk Contact Center](https://www.g2.com/products/zendesk-contact-center/reviews) - [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) ## GoodData.AI Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors - Data Governance **Deployment & Integration - Semantic Layer Tools** - Multi-Environment & Multi-Cloud Support - Open API & SDK Integration **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Statistical Tool** - Scripting - Data Mining - Algorithms **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Data Connectivity & Federation - Semantic Layer Tools** - Cross-Source Query Federation - Dynamic Schema & Metadata Adaptation **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Data Analysis** - Analysis - Data Interaction **Generative AI** - AI Text Generation - AI Text Summarization **Data Modeling & Metrics - Semantic Layer Tools** - Derived & Calculated Metrics - Time Intelligence Functions **Interaction and Workflow - Agentic Analytics** - Natural Language Query and Conversational Analytics - Action Triggering & Workflow Orchestration - Explainability & Audit Trails **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Performance Optimization - Semantic Layer Tools** - Query Caching & Acceleration - Adaptive Query Optimization **AI Agent Management - Agentic Analytics** - Agent Configuration & Goals - Continuous Learning & Feedback **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Generative AI** - AI Text Generation - AI Text Summarization **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Intelligence - Semantic Layer Tools** - Natural Language Query Interface - Semantic Layer for AI/ML Models - Recommendation Engine **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Enablement - Semantic Layer Tools** - Agentic Query Orchestration - Contextual Reasoning Layer - Workflow Automation via Semantic Agents **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top GoodData.AI Alternatives - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,653 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,013 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (845 reviews)