--- title: GoodData.AI Reviews meta_title: 'GoodData.AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 619 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: 619 scale: '5' date_modified: '2026-08-13' 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:** 619 ## 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 find the **ease of use** of GoodData.AI impressive, with an intuitive interface that enhances their business operations. (52 reviews) - Users appreciate the **easy-to-use data visualization** features of GoodData.AI, enhancing accessibility for trend analysis and reporting. (34 reviews) - Users value the **quick integration** of GoodData.AI, enhancing workflow with seamless connections to various systems. (34 reviews) - Users highlight the **intuitive user interface** of GoodData.AI, making it easy for newcomers to utilize its features. (30 reviews) - Users value the **customization capabilities** of GoodData.AI, enhancing flexibility and enabling tailored business insights. (28 reviews) - Users value the **easy integrations** of GoodData.AI, streamlining data analysis and enhancing overall productivity. (28 reviews) - User Interface (28 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 find the **learning curve steep** for GoodData.AI, especially for those unfamiliar with data modeling concepts. (28 reviews) - Users find **learning GoodData.AI challenging** , especially those with backgrounds in non-relational databases, due to its complexity. (19 reviews) - Users find the **missing features** of GoodData.AI frustrating, limiting customization and functionality for workflows and graphics. (19 reviews) - Users find GoodData.AI's interface **complex** , especially when dealing with advanced features and data relationships. (13 reviews) - Users find the **limited customization** options in GoodData.AI restrictive, hindering their ability to tailor the product effectively. (12 reviews) - Slow Performance (11 reviews) - Complex Usage (10 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. It delivers data visibility inside our SaaS platforms **Rating:** 4.5/5.0 stars **Reviewed by:** Janusz T. | Customer Insights Specialist, Education Management, Small-Business (50 or fewer emp.) **Reviewed Date:** February 26, 2026 **What do you like best about GoodData.AI?** The most significant difference is that it liberates our engineering team of developing internal data pages. It is frequently used in the planning process. Its comprehensive feature list in relation to access controls and presentation profiles enable the process of making decisions in a structured manner. Planning was required to implement the same, but there was customer support when required. This has led to us spending more time in product innovation as opposed to building data infrastructure on our own. **What do you dislike about GoodData.AI?** In my opinion, the most significant limitation is the reliance on structured setup in the case of expanding the usage. The stages of implementation should be planned, and one can expect unforeseen changes that add to the workload of engineers. The high number of features is potent but introduces administrative headaches. Guiding customer support is not immediate, and sophisticated cases are resolved. Such issues have affected our release date and compelled us to allocate resources in different ways. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData will address the dilemma of providing a structured data view to our customers without the need to create everything in house. Our engineering team had spent much time developing dashboards before using it. The frequency of use is currently high in terms of product and sales teams since we have information available in our platform. Governance is improved by the number of features surrounding controlled data access. This has lessened the development pressure and enhanced our credibility among the clients who require professional presentation of data. ### 2. Our reliable platform for connecting CRM and database insights **Rating:** 4.5/5.0 stars **Reviewed by:** Nela M. | Digital marketing manager, Marketing and Advertising, Small-Business (50 or fewer emp.) **Reviewed Date:** February 23, 2026 **What do you like best about GoodData.AI?** My favorite thing about GoodData is that it is integrated with tools that we already have and, in particular, Salesforce and our internal database. I use it in my day-to-day practices as an e-commerce marketer to generate sales and performance of the campaigns in a single platform. It has an impressive assortment of dashboard building capabilities. The IT had to be coordinated with in order to implement it but once that was implemented we began using it daily since it had become part of our routine reporting. **What do you dislike about GoodData.AI?** The disadvantage I identify with GoodData is that it is complex when setting up especially when connecting a number of systems. The IT team was required to take a considerable amount of time to create data models. When the structures of the databases change, it does not change immediately, and that influences the frequency of relying on it to make fast decisions. The platform has numerous features and this at times complicate new users hence slowing down productivity during the initial weeks. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData solves the problem of unintegrated reporting. Calculation of metrics was different in various teams. We also created single dashboards that all believe in after implementation. The quantity of features enables us to set up definite data rules, and the connection with Salesforce keeps updated figures. This uniformity enhances coordination and minimizes discussions among the units in regard to figures. Consequently, my daily work process becomes streamlined and meetings have been more action-oriented rather than data verifying. ### 3. It's a reliable platform for business data projects **Rating:** 4.0/5.0 stars **Reviewed by:** Marco T. | Analytics Manager, Telecommunications, Small-Business (50 or fewer emp.) **Reviewed Date:** January 26, 2026 **What do you like best about GoodData.AI?** The factor that I like best about GoodData is its flexibility once it has been established. I am using it on a daily basis to create dashboards that integrate with our CRM and SQL database and it fits well in our existing stack. The features count also allows me to make sales and ops views without changing tools throughout the day. It spares time in projects that require much implementation and integrating with other software is not imposed, but rather practical. **What do you dislike about GoodData.AI?** The biggest negative aspect to me is that certain features are too complicated to use with smaller requests. It may be more work than I expected when I am in a hurry and require changing clothes, and this influences my working process. The implementation adjustments are at times demanding of additional effort, which slows down the process during the busy weeks. Their usage is frequent, and thus these minor problems contribute to the cumulative effect and may affect productivity in case of deadlines. **What problems is GoodData.AI solving and how is that benefiting you?** The primary role of GoodData is to bring the data that is dispersed together in a single location so that we no longer have to have teams quarrelling over numbers. In the past, we were using spreadsheets and manual updates which consumed hours. My day to day activities are more directed and team work is easier. It works to the advantage of the business as it minimizes errors and allows all to be on the same line of reference which has enhanced decision making and also reduced redundancy. ### 4. Reliable Analytics Platform with Powerful Dashboards **Rating:** 4.0/5.0 stars **Reviewed by:** Kuldeep V. | Assistant System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 26, 2025 **What do you like best about GoodData.AI?** What I like best about GoodData is how clean and customizable the dashboards are. It makes it really easy to present complex data in a way that’s simple for both technical and non-technical users to understand. The ability to connect with multiple data sources and create interactive reports is a big plus too. **What do you dislike about GoodData.AI?** I’d say the main downside is that the initial setup and learning curve can feel a bit overwhelming if you’re new to BI tools. Some advanced features also require technical knowledge, so non-technical users might need extra support at the beginning. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData is helping us turn raw data into clear, actionable insights through interactive dashboards and reports. It solves the problem of manually compiling and analyzing data from different sources, which used to take a lot of time. Now, our team can quickly track performance, identify trends, and make data-driven decisions, which has improved both efficiency and collaboration. **Official Response from Natalia Nanistova:** > Thank you for sharing your experience and thoughtful feedback. We’re glad GoodData has helped simplify reporting and bring clarity to complex data. We understand the initial setup can take time, especially for new users, and we’re continually improving onboarding resources to make that process easier. Our team is always available to assist or walk through best practices, and you’re welcome to join our community for updates and learning opportunities. ### 5. Flexible Reporting and Time-Saving Features for Teams **Rating:** 4.0/5.0 stars **Reviewed by:** Seppo T. | Financial Controller, Small-Business (50 or fewer emp.) **Reviewed Date:** November 05, 2025 **What do you like best about GoodData.AI?** I value the feature that allows sharing reports with other users, as it creates a centralized overview for our team. With a combination of standard and customizable tools, this product delivers considerable flexibility when generating reports. It has also saved us many hours in processing time. **What do you dislike about GoodData.AI?** I wish there were a way to update the data immediately, there should be a ticketing system for new features. Learning the details can be quite difficult. **What problems is GoodData.AI solving and how is that benefiting you?** We are able to access more information about our business, and it becomes much easier to extract insights from our connected data sources. The software is both powerful and straightforward, making it simple for us to share reports with others. Of all the programs I've tried for leveraging data, this is by far the simplest. ### 6. Intuitive UI and Instant Access, But Functions Take Time to Master **Rating:** 4.0/5.0 stars **Reviewed by:** Hannes R. | Director of Information Technology, Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2025 **What do you like best about GoodData.AI?** The user interface is both clear and intuitive, providing strong database connectivity. You can begin working immediately without the need to install any software, which makes it a powerful tool with significant advantages. This feature is particularly helpful when setting up custom workflows. **What do you dislike about GoodData.AI?** There's a learning curve to understanding the functions, many are difficult for new users to grasp. I've also had trouble replacing data sources at times. **What problems is GoodData.AI solving and how is that benefiting you?** It helps the end user perform each step of this process effectively, we were able to set up and implement a couple of workflows. Connecting to data sources is much easier, saving me hours of manual work each week. This allows us to move data from point A to point B. **Official Response from Natalia Nanistova:** > Thank you for your feedback. We appreciate your perspective and are glad to know GoodData has been helpful in your work. Your comments help us continue improving the platform. We invite you to join our community to stay updated on new features and improvements. ### 7. GoodData to obtain clear and powerful visualizations to make sound business decisions **Rating:** 5.0/5.0 stars **Reviewed by:** Connor M. | Senior Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about GoodData.AI?** I really like that it can be integrated into other applications, which has been fantastic for sharing information without having to directly access the environment. It also allows us to transform our raw data into clear and actionable dashboard and make strategic decisions. Finally, I love the interface and its ease of use. **What do you dislike about GoodData.AI?** At first, what I didn't like was the learning curve, it can be a bit steep if you're not familiar with the semantic model they use. **What problems is GoodData.AI solving and how is that benefiting you?** I remember that before using GoodData, we had reports scattered across spreadsheets, and it was difficult to coordinate all teams with the same data. But since implementing this product, we now have key metrics in one place, which has saved us a lot of time and errors, and improved decision-making. ### 8. Easy and powerful to implement complex data models **Rating:** 4.5/5.0 stars **Reviewed by:** Vladimir A. | Technology Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 26, 2025 **What do you like best about GoodData.AI?** I like the robust visualization and scalability, they allow for easy information gathering. It provides charts and visualization suggestions and offers a rapid development environment. This allows users to quickly see results, it has a wide range of data connectors. **What do you dislike about GoodData.AI?** It's not easy to use for beginners due to its large number of available functions, it requires manual reloading or updating of data. It can sometimes be slow with large amounts of data. **What problems is GoodData.AI solving and how is that benefiting you?** The associative data model is an advantage, it has been a powerful tool that allows us to connect to the data source. You can integrate information into your own applications, which is very useful for generating reports or analyses. ### 9. Great tool for integration **Rating:** 3.5/5.0 stars **Reviewed by:** colby m. | Division Leader, Enterprise (> 1000 emp.) **Reviewed Date:** August 13, 2025 **What do you like best about GoodData.AI?** The most helpful aspect of GoodData is its integration capabilities with various data sources, enabling us to consolidate information seamlessly. **What do you dislike about GoodData.AI?** While GoodData offers many powerful features, the steep learning curve can be a barrier for new users. Some functionalities seem overly complex for simple tasks, which can lead to frustration. **What problems is GoodData.AI solving and how is that benefiting you?** We use GoodData as an integrated reporting tool inside of our reporting suite. We leverage snowflake as our DB provider, which connects seamlessly into their platform. ### 10. 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 ### 11. 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. ### 12. 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! ### 13. 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 ### 14. 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! :)) ### 15. 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. ### 16. 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! ### 17. 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. ### 18. 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 ### 19. My GoodData Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Marián . | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2024 **What do you like best about GoodData.AI?** What I value the most about GoodData is its user friendly interface. Once the client gets the hang of the workflow it is quite easy for them to start using it themselves and they do not feel discouraged by overly technical look of the tool. Number of features that is continously increasing is also a plus and I think its also important to mention that I had only good experience with customer support when we needed to deal with any implementation issues. **What do you dislike about GoodData.AI?** I think the things that I dislike about GoodData are mostly related to a GoodData.CN specifically. Compared to other GD versions it is a bit harder to implement and integrate in clients tech stack plus I had no easy way of finding user usage to be able to provide the frequency of use information to the client. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata is solving issue with hard to read data mainly for business users, and it is helping me by providing a clear and understandable structure by which the data can be presented to clients. **Official Response from Natalia Nanistova:** > Thank you for sharing how you and your customers are benefiting from GoodData. Regarding GoodData.CN (Cloud Native), this specific implementation does require Kubernetes skills if you chose to self-install it locally. CN does generate a set of logs and events, but if you are installing it in a client environment, I can understand why that'd be difficult to access. If you want to brainstorm work arounds - I'd recommend reaching out to your CSM, or you're welcome to contact: greta.brauer@gooddata.com. Thanks again for the feedback. ### 20. review of GoodData **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2025 **What do you like best about GoodData.AI?** it's really easy to use once you get a handle on it. There is a lot of info on the dedicated Slack channel and it's easy to get answers from GD over slack. It was relatively simple to integrate it with our system by following documentation **What do you dislike about GoodData.AI?** steep learning curve at the beginning and lack of information on 3rd party forums **What problems is GoodData.AI solving and how is that benefiting you?** quick analytic building for users **Official Response from Natalia Nanistova:** > Thanks for your review! :)) We’re so glad to hear that you found GoodData easy to use after getting the hang of it, and that the Slack channel has been helpful for getting answers quickly. We totally get that the learning curve can be a bit steep at first, but it’s awesome to hear that the integration was smooth! If you ever need anything or have any questions, we’re always here to help. ### 21. Gooddata enables us to create a product with great value from scratch and allows our product to grow **Rating:** 4.5/5.0 stars **Reviewed by:** Hans C. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 15, 2024 **What do you like best about GoodData.AI?** Their standard product is well thought over and the learning curve is not steep. They have great help in the community and have a well documented help section. It is easy to implement when you keep the model simple. **What do you dislike about GoodData.AI?** The features of the MAQL language are not that easy to understand value vs learning curve, it could be done more intuitively through a visual interface. It is complex to understand whem the data model has M:N relationships, customers are not always getting it. **What problems is GoodData.AI solving and how is that benefiting you?** Gooddata helps us with the visualisation of data as we have no front-end developers ready. It removes the need to interprete data selections as they have a model with baked in relationships between tables. It helps us with the software development life cycle, constant updates for several customers at the same time. Their growth licensing scheme removes the need for a highinvestment when the success of your product is yet to be proven. **Official Response from Greta Brauer:** > Hans, thank you for sharing your thoughts and experience with GoodData. Regarding your feedback about MAQL, you may be pleased to know we are also working on a directly SQL interface, currently targeting 2024 Q3. We will share more on the next customer webinar, so stay tuned! Thanks again. ### 22. Simplify complex data and turn it into clear easy data visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Sulaiman K. | IT Assistant, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2024 **What do you like best about GoodData.AI?** Data release management has a feature to create data visualization with customized filters. Tons of integration with data warehouse that support for data transfer in one click. Use the workspace tools to reusing the same model with various client to saves time. Strongest tools by GoodData are with its AI assisted dashboard builder than help us to create product performance insights. **What do you dislike about GoodData.AI?** Need a good understanding users to operate and use the analyzing tools. **What problems is GoodData.AI solving and how is that benefiting you?** Combine together business marketing, sales and customer preferrence into one dashboard to find pruchasing trends and understanding which product and marketing strategy this is working for our business. **Official Response from Natalia Nanistova:** > Thank you for your valuable feedback, Sulaiman! :) We appreciate your recognition of our platform's strengths in data release management and seamless integration with data warehouses. For any further assistance or detailed feedback, please feel free to reach out to us at natalia.nanistova@gooddata.com. We are dedicated to enhancing user guidance and support, ensuring your continued success in leveraging actionable insights across marketing, sales, and customer preferences. Feel free to join our Slack community too! It's a great way to stay updated on new releases, tips, and tricks. (https://www.gooddata.com/slack/) ### 23. Thanks to GoodData, complex data visualization is empowering our team with clear actionable insights **Rating:** 4.0/5.0 stars **Reviewed by:** Lara M. | Client services innovation lead, Health, Wellness and Fitness, Mid-Market (51-1000 emp.) **Reviewed Date:** February 25, 2024 **What do you like best about GoodData.AI?** GoodData impressed as business intelligence consultant with cloud architecture delivering flexibility and scalability. Unique feature allows effortless expanding analytics operations without costly infrastructure. Seamless integrating various data and apps enhances workflows optimizing efficiency. Advanced prediction abilities empower forecasting trends and behaviors ultimately granting competitive edge in strategic planning. **What do you dislike about GoodData.AI?** Making help things like guides with lots of answers and places for users to talk better at GoodData could make using it even better. The website has a lot of options making it great for users. But figuring out what it can do can feel hard especially for new people. Clear steps are important especially for those just starting. Making support info better would let everyone use all the good things GoodData can do. **What problems is GoodData.AI solving and how is that benefiting you?** GoodData helps make sense of data. Its tools change messy numbers into knowledge to direct choices. GoodData does well showing data visually, creating quick looks at tangled topics. Taking dull and making it delightful to see. These pictures push togetherness in groups by agreeing on joined aims and measures. Encouraging betterment and launching how people work to greater levels. **Official Response from Greta Brauer:** > Thanks for the feedback, Lara and we will certainly consider how to make the support guides and documentation more clear and useful moving forward. ### 24. User-friendly BI tool for data visualizations **Rating:** 4.5/5.0 stars **Reviewed by:** Vlad O. | Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** November 16, 2022 **What do you like best about GoodData.AI?** Cool visual data model design, easy to use and implement. Data visualizations can be tailored to specific needs. It's easy and intuitive to build, embed, and share insights with the team. Connectors all the data sources I may need. **What do you dislike about GoodData.AI?** A bit steep learning curve when advanced customizations are needed. I felt like dashboard formatting options were limited in some cases. **What problems is GoodData.AI solving and how is that benefiting you?** Needed a single centralized source of truth that could be shared within the business. There's everything we needed - ETL, data storage, dashboards... **Official Response from Tomas Kratochvil:** > Hi, thank you for your valuable feedback. We appreciate that! ### 25. Comprehensive analytical framework that is truly supporting multi-tenant systems **Rating:** 5.0/5.0 stars **Reviewed by:** Dilaksha A. | Head of Strategic Produts, Small-Business (50 or fewer emp.) **Reviewed Date:** November 27, 2023 **What do you like best about GoodData.AI?** "With GoodData, you only need to build your data model and pipelines once. While this initial configuration can be challenging, once set up, end users can leverage the data in any way they prefer. The semantic layer handles relationships, empowering even the most basic users to create meaningful insights in a matter of seconds." **What do you dislike about GoodData.AI?** The learning curve during the setup is quite challenging. Setting up multi-tenanted environments is not yet streamlined. It would be beneficial to have ready-made templates, akin to Good Data's Blocks, specifically designed for multi-tenanted users. This way, users could extend functionality without starting from scratch, easing the learning journey. **What problems is GoodData.AI solving and how is that benefiting you?** Meeting our customers' reporting needs is challenging to standardize, given that different businesses require distinct intelligence from the same datasets. GoodData enables us to provide essential toolkits, empowering customers to self-service their data needs. **Official Response from Adela Sykorova:** > Thank you for your thoughtful review, Dilaksha! We appreciate your positive comments about GoodData's semantic layer and its ability to create meaningful insights for every user in your company. We're continuously working to improve accessibility and functionality for users of all levels. While there may be a learning curve, your feedback helps us refine the tool further. ## 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?filters%5Bsentiment_snippet%5D=1344280&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-14+15%3A48%3A45+-0500&secure%5Bsession_id%5D=13d0de19-fc53-4967-b2fb-440918167385&secure%5Btoken%5D=2fbbc5f5a5b5cc7382c79da1d8745fd707d89b1270f2b6e9891f5230cfcb2562&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) - [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 - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **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 Capture and Transfer **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 - Time Series Analysis - Trend Analysis **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **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 - Customizable Reports **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **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 - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity - Multiple Data Sources - Query Builder **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support - Database 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 - Ad hoc Query - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Additional Functionality** - Drag & Drop - Secure Data Storage - Data Import/Export - Customizable Branding - Dashboard Creation - Access Controls/Permissions - Real-Time Reporting - Metadata Management - Forecasting - Data Storage Management - Ad hoc Analysis - Ad hoc Reporting - Data Migration - AI Copilot - Self Service Data Preparation - Search/Filter - Data Mapping - Monitoring - Sentiment Analysis - User Management - Sales Trend Analysis - Charting - Reporting & Statistics - Performance Metrics - Alerts/Notifications - Data Extraction - Widgets - Storytelling - Trend Analysis - Collaboration Tools - Financing Management - Self-service Analytics - KPI Monitoring - Dashboard - API - Data Integration - Scorecards - Data Management - Task Management - Progress Tracking - Data Connectors - Data Visualization - Profitability Analysis - Project Tracking - Strategic Planning - Goal Setting/Tracking - Publishing/Sharing - Predictive Analytics - Real-Time Monitoring - Templates - Mobile Access - Customizable Templates - Workflow Management - Financial Reporting - Audit Management - OLAP - Single Sign On - Data Synchronization **Additional Functionality** - Generative AI - AI Copilot - Access Controls/Permissions - Mobile Reporting - Data Mapping - Multiple Data Sources - Forecasting - Customizable Branding - Charting - Customization - Role-Based Permissions - Real-Time Analytics - Workflow Management - Collaboration Tools - Ad hoc Query - Data Extraction - Data Synchronization - Application Development - Real-Time Reporting - Reporting & Statistics - Geographic Maps - Widgets - SSL Security - Reporting/Analytics - Self-service Analytics - Ad hoc Analysis - Data Capture and Transfer - Integration into Third Party Applications - Ad hoc Reporting - Visual Workflow Management - Visual Analytics - Single Sign On - Trend Analysis - Predictive Analytics - Data Visualization - Data Connectors - Benchmarking - Alerts/Notifications - Streaming Analytics - Mobile Access - Drag & Drop - Dashboard Creation **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query ## Top GoodData.AI Alternatives - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,681 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,065 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (861 reviews)