--- title: Keboola Reviews meta_title: 'Keboola Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 142 reviews by the users' company size, role or industry to find out how Keboola works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 142 scale: '5' date_modified: '2026-08-07' parent_category: name: Digital Advertising Tech url: https://www.g2.com/categories/digital-advertising-tech --- # Keboola Reviews **Vendor:** Keboola **Category:** [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp) **Average Rating:** 4.6/5.0 **Total Reviews:** 142 ## About Keboola Keboola is a finance data and AI platform for companies that need trusted financial reporting, planning, analysis, and close processes across complex systems. Built for CFOs, FP&A teams, Controllers, finance operations, and data teams, Keboola helps organizations turn fragmented data from ERPs, accounting systems, spreadsheets, CRM, warehouses, and operational tools into one governed foundation for financial intelligence. Many finance teams rely on disconnected systems, inconsistent charts of accounts, manual reconciliations, and spreadsheet-based reporting. This makes it difficult to close quickly, produce reliable forecasts, answer board questions, support acquisitions, or use AI safely with financial data. Keboola solves this upstream data problem by connecting, standardizing, transforming, and governing financial data before it reaches FP&A, CPM, BI, reporting, or AI tools. Keboola is especially valuable for multi-entity companies, private-equity-backed businesses, holding groups, financial services firms, franchises, and organizations growing through M&A. These companies often operate across multiple ERPs, entities, countries, currencies, and reporting definitions. Keboola helps standardize chart-of-accounts logic, automate financial data pipelines, reconcile data across systems, and create trusted business definitions that teams can use consistently. Unlike traditional FP&A, CPM, EPM, budgeting, forecasting, or financial reporting tools that assume clean data already exists, Keboola focuses on the governed data foundation underneath. The platform gives teams transparent, auditable logic for financial transformations, source-to-output lineage, reusable business rules, and a semantic layer that helps ensure reports, dashboards, forecasts, and AI outputs are based on trusted company data. Keboola works alongside existing tools such as Snowflake, BigQuery, Databricks, Microsoft Fabric, Power BI, Tableau, Looker, Anaplan, Pigment, DataRails, Workiva, and other finance and analytics platforms. Rather than forcing a rip-and-replace project, Keboola strengthens the data layer beneath these systems so finance teams can plan, report, reconcile, and analyze with greater confidence. For AI adoption, Keboola provides the governed data environment that makes AI practical for business-critical financial workflows. Teams can connect AI agents and assistants to approved metrics, trusted pipelines, financial definitions, and auditable data products, reducing the risk of confident but untraceable answers. With Keboola, organizations can improve financial analysis, accelerate reporting, support financial close, automate reconciliation workflows, enable more reliable FP&A, and create a trusted foundation for AI-powered finance. ## Keboola Pros & Cons **What users like:** - Users find Keboola's platform to be **simple and easy to use** , making data management accessible for everyone. (35 reviews) - Users value the **user-friendly data management** capabilities of Keboola, enhancing accessibility for non-technical individuals. (27 reviews) - Users praise the **intuitive setup for data flows** in Keboola, enhancing productivity with seamless data handling. (26 reviews) - Users value the **extensive integrations** of Keboola, enabling seamless data management across various platforms and tools. (26 reviews) - Users praise Keboola for its **incredible customer support** , providing fast and helpful assistance to enhance their experience. (25 reviews) - Users love the **easy integrations** of Keboola, simplifying data processing across various platforms efficiently. (23 reviews) - Users value the **implementation ease** of Keboola, enabling swift project setups and efficient data handling. (23 reviews) - Easy Setup (19 reviews) - Collaboration (18 reviews) - Time-saving (18 reviews) **What users dislike:** - Users find the **learning curve steep** , often requiring developer assistance and causing confusion with component navigation. (14 reviews) - Users struggle with the **complexity** of Keboola, facing steep learning curves and inconsistent documentation that hinders usability. (13 reviews) - Users face a **steep learning curve** with Keboola, often needing external help to navigate its complexities effectively. (11 reviews) - Users find the **interface difficult to navigate** , making data management more complex and error-prone than expected. (9 reviews) - Users find the **user interface overwhelming** and not intuitive, resulting in a challenging learning experience for newcomers. (9 reviews) - Users find Keboola to be **expensive** when pushing data frequently, leading to skyrocketing costs and limited control. (8 reviews) - Missing Features (8 reviews) - Poor Documentation (8 reviews) - Difficult Learning (7 reviews) - Integration Issues (7 reviews) ## Keboola Reviews ### 1. Ready-to-Use Environment with Reliable Support **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 27, 2026 **What do you like best about Keboola?** prepared environment, functioning support **What do you dislike about Keboola?** inability to influence some processes (time and method of preparing the environment for transformations), mismatch between workspace and transformation, some settings (scheduler, etc.) **What problems is Keboola solving and how is that benefiting you?** data transformation and integration environment ### 2. Helps connect multiple sources into perfect report, but social media connectors need improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Keboola?** It allows us to work with multiple sources while creating our internal performance report. We use only small parts of what Keboola offers, yet it has helped us a lot. Even someone without knowledge about SQL and other technical details was able to implement our service, with customer support always happy to help - if possible. **What do you dislike about Keboola?** Some of the connectors do not work well - and that is our main pain point, as we are constantly fighting to keep the data coming from social media sites. **What problems is Keboola solving and how is that benefiting you?** Connecting multiple sources into one report is a difficult task in our moder times, and that is where Keboola shines, as it was able to connect to our exisitng Looker studio report. **Official Response from Martin Lepka:** > Thank you very much for taking the time to share your experience with Keboola! 🙏 We’re thrilled to hear that Keboola has helped you streamline your reporting and connect multiple sources with ease. Regarding the social media connectors — we truly appreciate your feedback. We actively maintain and improve our components, and your input helps us prioritize the right areas. We’d love to learn more about the specific issues you’ve encountered so we can address them promptly. Please don’t hesitate to reach out to us at support@keboola.com or by creating a support ticket directly in your Keboola project. Thanks again for your trust and for using Keboola! 🚀 ML ### 3. Keboola is a great starter **Rating:** 3.5/5.0 stars **Reviewed by:** Michal P. | Data Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** June 05, 2025 **What do you like best about Keboola?** It is there easy to setup from the beginning giving you fresh start when you need POC or smaller data project. It has many connectors , APIs to most common services, great support, wide user base providing you with many custom components. You can chain those components to flows and schedule the to run at particular times or being triggered by events. It is easy to learn and give access to even newbies to play with. There is visible progress in time with new features added. **What do you dislike about Keboola?** Limited oversight what going on in the project you administer. Few access roles you have does not give you enough control of who can edit or trigger selected flows. It is either all or nothing. You can have multiple branches but conflict resolution was a big no to avoid it, no way to have pull requests. The overhead running transformation is more significant running small jobs, what database returns you in seconds can take tens of seconds to finish in Keboola. Billing is also something surprising to me. Especially running Python there to develop is something to better avoid. **What problems is Keboola solving and how is that benefiting you?** Easy to learn and setup tool to show we can extract data and do analysis on top of it to show results in days/weeks. ELT tool that can be given access to to anyone. **Official Response from Martin Lepka:** > Thank you very much for taking the time to share such detailed feedback about your experience with Keboola! 🙏 We’re glad to hear that you find Keboola easy to set up, flexible for POCs and smaller data projects, and that our growing feature set and support team have been helpful along the way. We also really appreciate your insights about access control, performance, and billing transparency. Feedback like yours helps us refine these areas to make Keboola even more powerful and efficient for all users. Thanks again for your trust and for helping us improve! 🚀 ML ### 4. Great multi-purpose tool **Rating:** 4.0/5.0 stars **Reviewed by:** Dominik V. | IT Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** May 21, 2025 **What do you like best about Keboola?** It can solve a lot of our problems so far. The support is very helpful. The documentation is mostly updated, so you can find a lot of things yourself. We use it on a daily basis, for now for smaller clients. 90% of use cases already have a ready-made plug and play solution, so it is suitable even for beginners. **What do you dislike about Keboola?** Sometimes the documentation is not updated in a timely manner, for example when a 3rd party modifies the UI of their website and you then have to spend a lot of time looking for what to set to make everything work. **What problems is Keboola solving and how is that benefiting you?** We are able to very quickly set up downloading from new data sources, data management and subsequent use within tools such as PowerBI. **Official Response from Martin Lepka:** > Thanks a lot for your review, Dominik! We're happy to hear that Keboola helps you solve a wide range of problems efficiently and that the platform suits both daily workflows and beginner-friendly use cases. Your feedback on documentation timing is spot-on—especially when third-party changes occur—and it’s something we’re actively working to improve. Appreciate you taking the time to share your experience! ML ### 5. Powerful Data Platform with Excellent Support, but a Steep Learning Curve **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** Keboola brings a lot of value by covering the entire data lifecycle, from integration and transformation to orchestration and exporting data to other tools. I love that I can build and manage complex workflows all in one place without needing to stitch together multiple platforms. It saves time and helps maintain consistency across projects. Another huge plus is their customer support. The response time is impressively fast, and the team is genuinely helpful. They actually take the time to understand your problem and walk you through a solution. That level of support makes a big difference when you're working on something critical. **What do you dislike about Keboola?** The platform can be quite overwhelming at first. The user interface isn't the most intuitive and learning how to navigate and use all the features effectively takes time. The learning curve is definitely something to be aware of, especially if you're new to data platforms or coming from a more visual/low-code environment. I think there's room for improvement in onboarding and UI/UX design. Even some small additions like more contextual tips or in-app tutorials could go a long way in helping new users feel more confident faster. **What problems is Keboola solving and how is that benefiting you?** It helps automate what used to be a manual, fragmented process and makes our data more reliable and accessible. Having all these steps managed in one platform saves time and improves the consistency of our analytics. **Official Response from Martin Lepka:** > Hi there! Thank you for your detailed and thoughtful review! We're really glad to hear that Keboola helps streamline your entire data workflow and that our support team has made a meaningful impact—we’ll be sure to share your kind words with them. Your feedback on the learning curve and UI/UX is spot-on and greatly appreciated. We're actively working to improve onboarding and add more in-app guidance to make getting started smoother for everyone. Thanks again for sharing your experience—it helps us get better. ML ### 6. Im long term Keboola user on many different types of data projects. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2025 **What do you like best about Keboola?** Easy data governance, you are able to create whatever type of data architecture you need with almost no limitation. Comfortable tool for orchestration of my dataflows. **What do you dislike about Keboola?** Accesibility of data - for each check I basicaly need to set up a new workspace and it takes times and get confusing after a while. I usually work in multi-project setup, so I need one workspace for each project at least... Sometimes the UI sucks, need to refresh new setting few time before the changes shows up. Im also missing my raw editing mode - possibility to edit setting jsons of tranformations and other component. Seems this feature was partly blocked recently. **What problems is Keboola solving and how is that benefiting you?** Daily orchestation of our data flows. Helps to keep company with fresh data for decision making. **Official Response from Martin Lepka:** > Hi there, Thank you for sticking with us and using Keboola across so many projects — we truly appreciate your long-term trust and support! It’s great to hear that you find value in our approach to data governance and orchestration. Giving our users the freedom to build any architecture they need is something we strive for, so it’s great to know that flexibility is working well for you. We also really appreciate the constructive feedback. You’re right — the need to spin up multiple workspaces for quick checks in multi-project setups can be frustrating, especially when you’re moving fast. We’re actively discussing how to improve this experience. Same goes for the UI inconsistencies you mentioned — we know that occasional refresh issues are annoying, and our team is working to iron those out. Your note on missing the raw editing mode is especially helpful. We understand that advanced users like yourself rely on this kind of control, and we’re reviewing how we can bring back that power in a way that’s still safe and manageable for all users. Thanks again for sharing both the good and the "needs-improvement" — feedback like this helps us evolve. And if you ever want to dive deeper into your ideas, we’d love to hear more! ML ### 7. Agile Platform with Stellar Support, but lacks Data Modeling and Lineage **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Keboola?** Keboola is an exceptional platform for accelerating data-driven decision-making across all areas of the organization. Its greatest strengths lie in the platform’s agility and the outstanding responsiveness and availability of the Keboola support team. **What do you dislike about Keboola?** The primary drawback is the limited support for standardization, data modeling, and comprehensive data lineage capabilities. **What problems is Keboola solving and how is that benefiting you?** Fast and efficient data integrations from diverse source systems to support data analytics and data science processes. **Official Response from Martin Lepka:** > Thank you for your thoughtful review and for highlighting both the strengths and areas for improvement! 🙏 We’re delighted to hear that Keboola’s agility and support team have made a strong impression — we take great pride in helping our users move faster with data. We also appreciate your feedback regarding data modeling and lineage. These are key areas we’re actively enhancing to provide deeper transparency and governance across the entire data flow. Your input helps guide those improvements, and we’d love to keep the conversation going as new capabilities roll out. Thanks again for being part of the Keboola community! 🚀 ML ### 8. Keboola - a powerful, cloud ETL solution **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** May 27, 2025 **What do you like best about Keboola?** The ease of use and how quick is to set up a project. It is very easy to validate some ideas and make POC. Also the development of new features to make engineering easier is nice (e.g. workspace that can read all data in Keboola so you do not need to go to tables in FE). **What do you dislike about Keboola?** Mainly, it is quite pricey and the larger the project, the more you feel it. It is quite difficult to move the POC to other solutions. **What problems is Keboola solving and how is that benefiting you?** It is great that there is a lot of prepares extractors of data from a lot of platforms. We don't need to support those extractors. **Official Response from Martin Lepka:** > Thank you for your detailed review and for sharing your experience with Keboola! 🙏 We’re delighted to hear that you find Keboola powerful and easy to use for quick project setup, validation, and POCs — that’s exactly what we aim for with our cloud ETL platform. We appreciate your feedback about pricing and POC migration. We understand these can be important considerations, especially for growing projects, and we’re constantly evaluating ways to deliver even greater value and flexibility. Thanks again for your trust and for using Keboola! 🚀 ML ### 9. Keboola provides an outstanding user interface that simplifies data management. **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2025 **What do you like best about Keboola?** Its clarity and simplicity make it easy to use, and thanks to Keboola components, it also offers great modularity for building flexible data workflows. **What do you dislike about Keboola?** The Keboola CLI doesn't allow setting a custom max timeout for uploading large files — it's fixed by default. It would be great if uploading tables larger than 15 GB didn’t cause the job to fail during table creation. **What problems is Keboola solving and how is that benefiting you?** Keboola streamlines data integration, transformation, and orchestration across multiple sources. It eliminates the need for complex infrastructure setup and manual data pipelines, allowing us to automate workflows, speed up data delivery, and focus more on analysis and decision-making rather than on maintenance. **Official Response from Martin Lepka:** > Hi there! Thank you for the great review! We're glad you appreciate Keboola's clean interface and flexible, modular design for building data workflows. Your feedback about the CLI timeout for large uploads is very helpful—we understand how frustrating that can be and will definitely take it into account as we improve file handling. Thanks again for sharing your experience! ML ### 10. Good product but unfortunate price increase **Rating:** 4.0/5.0 stars **Reviewed by:** Joshua W. | Technical Procurement Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** Our account manager and the overall sales/level of support process was great. The product is fit for purpose and was an integral part of our tech stack. **What do you dislike about Keboola?** The price increases were eye-watering to the point we had to migrate into Microsoft Fabric for a fraction of the price. Cost increases will be the death of software companies like Keboola unless they learn to reign it in. The problem is, everything they do, you can do in the likes of Fabric for a lot less. **What problems is Keboola solving and how is that benefiting you?** Allows us to build pipelines for internal and external use cases. **Official Response from Martin Lepka:** > Thank you, Joshua, for your candid and valuable feedback. We're happy to hear that our product, support, and account management positively impacted your data operations and tech stack. At the same time, we genuinely appreciate your openness regarding our pricing—your concerns have been noted and taken seriously. We're continuously reviewing our offerings to strike the right balance between value and cost. If you're open to discussing this further or considering ways to optimize costs, please don't hesitate to get in touch. Thanks again for helping us improve! ML ### 11. Easy to use, fast development **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** May 16, 2022 **What do you like best about Keboola?** It is easy to use. It has lot of native tools, that can be used from scratch. Very easy to create data pipelines and orchestrations. **What do you dislike about Keboola?** Keboola lacks flexibility of doing additional optimizations on speed and cost of transformations. So when your organization is bigger and you spent much more money on using Keboola, there is limited amount of things you can do to optimize. **What problems is Keboola solving and how is that benefiting you?** We have whole data processing for company in Keboola. We use it for reporting, automation, data preparation for ML. **Official Response from Martin Lepka:** > Hi there, Thanks for the review! We’re glad to hear Keboola makes it easy for you to build pipelines and orchestrate data quickly. We appreciate the feedback on optimization — it's a fair point, especially for growing teams. We're actively working on giving users more control over performance and cost tuning, so stay tuned. Thanks again for trusting us with your data operations! ML ### 12. great straight-forward tool, but sometimes time-consuming **Rating:** 3.5/5.0 stars **Reviewed by:** Radan P. | Head of Business Intelligence, Mid-Market (51-1000 emp.) **Reviewed Date:** October 19, 2022 **What do you like best about Keboola?** great straight-forward tool, easy to use, many connectors, online based **What do you dislike about Keboola?** it can be really lengthy; loading input tables, running transformations, .... **What problems is Keboola solving and how is that benefiting you?** merging different data sources into one environment, where i can work with it, then send it elsewhere **Official Response from Martin Lepka:** > Thank you, Radan! It's great to hear you're finding Keboola straightforward and easy to use—we're glad our connectors and cloud-based environment are helping simplify your work. We also appreciate your feedback on performance speed; optimizing transformation and loading times is always on our radar, and we're continuously working on improvements in this area. Please feel free to reach out if you'd like to explore ways we can enhance your experience further. Thanks again for sharing! ML ### 13. Amazing ETL tool to save cost and time **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Gambling & Casinos | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** It is a user friendly ELT tool , which is easy to use and learn . The pipeline integration is very easy when you have data coming from many different sources and can even handle with the frequent data requests. Keboola internal team is also very quick and helpful whenever there is any support required. **What do you dislike about Keboola?** sometimes it gets confusing navigating between the different components specially in begining **What problems is Keboola solving and how is that benefiting you?** We are a small team with 2 engineers and stakeholders requests keep changing and dynamic. with the time crunch Keboola kind of works as another engineer because of its support of already available apis and component which are easy to implement and quick to use. **Official Response from Martin Lepka:** > Hi there! Thank you for your wonderful review! We're delighted Keboola is helping your small team efficiently handle dynamic data requests and seamlessly integrate multiple data sources. It's especially rewarding to hear that our internal support feels like an extra team member—that’s exactly our goal! Your feedback about initial navigation challenges is also very valuable; we’re continuously working on streamlining the user experience to make it even easier to use. Don't hesitate to reach out if we can support you further. Happy data engineering! ML ### 14. Flexible low-code solution for small data team **Rating:** 4.0/5.0 stars **Reviewed by:** Nane A. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** Has many default components but also let's you define your own. The support team is great and will even help build custom components. **What do you dislike about Keboola?** Not easy to change table names, rename databases, delete/restore tables. **What problems is Keboola solving and how is that benefiting you?** It's low code, I can extract, transform and orchestrate within one tool. **Official Response from Martin Lepka:** > Hi Nane! Thanks for the great review! It’s great to hear that Keboola’s flexibility and custom component support are making a difference for your team—and I’ll pass the kind words on to our support team. Your feedback on managing tables and databases is noted and appreciated—we’ll keep working to make these tasks more intuitive. Thanks again for sharing! ML ### 15. All-in-one platform with great support **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Warehousing | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** Wide range of components, light-speed friendly support **What do you dislike about Keboola?** technical issues, e.g. not having the opportunity to call of the lock on tables, sometimes rigid system architecture, missing the data catalogue/data lineage feature **What problems is Keboola solving and how is that benefiting you?** Scheduling of scripts, storage, code base **Official Response from Martin Lepka:** > Hi there! Thank you very much for your feedback! We're delighted you're enjoying Keboola's wide range of components and our speedy support team. We genuinely appreciate your suggestions regarding table-lock handling, system flexibility, and data lineage features. These insights are incredibly valuable to us as we continually enhance Keboola's functionality. Feel free to reach out if you'd like to discuss these points further—we'd love to help make your experience even better! ML ### 16. Making data connection simple and more managable **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2025 **What do you like best about Keboola?** Keboola has managed to streamline our ETL needs, with easy to understand workflows, and a simple way to track all connections, errors etc. **What do you dislike about Keboola?** So far we haven't encountered any major issues **What problems is Keboola solving and how is that benefiting you?** Extracting and transforming data from advertising platforms across numerous tools and accounts. **Official Response from Martin Lepka:** > Hi there! Thank you so much for your wonderful feedback! I'm delighted to hear that Keboola has streamlined your ETL workflows, making your data connections and error tracking simple and manageable. It's great to know it's effectively supporting your advertising data integrations across multiple platforms. Please feel free to reach out if you ever encounter anything or have further suggestions—always happy to help! ML ### 17. Fantastic product backed by an excellent team **Rating:** 4.0/5.0 stars **Reviewed by:** Shaheen M. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 10, 2023 **What do you like best about Keboola?** DataOps completely taken care of and a supportive team who go the extra mile to ensure the product fits best for the use case. **What do you dislike about Keboola?** I can't think of something that hasn't worked well that wasn't resolved within days even during presales. **What problems is Keboola solving and how is that benefiting you?** DataOps as a service. ### 18. Im a data analyst who has been working with kbc connection for a couple of years now. **Rating:** 4.0/5.0 stars **Reviewed by:** MarkĂ©ta T. | data analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 19, 2022 **What do you like best about Keboola?** What I like the most is how it's easy to start using it. Even writing your own generic extractor can take you just a few hours (even for someone who is not super technical). **What do you dislike about Keboola?** The sound when something fails + the info message -> sometimes I don't get easily what has happened. Too many clicks to finish the flow. Shared code must be used as one part but you can not include it as a part in another code.. **What problems is Keboola solving and how is that benefiting you?** As the majority of data goes through keboola connection, it helps us to make and create and publish everyday reports for the employees and c-level management. Cant say the impact as we just started using it /couple months ago. ### 19. simple to understand and use **Rating:** 3.5/5.0 stars **Reviewed by:** Hanan A. | Lead Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 20, 2022 **What do you like best about Keboola?** The working space to try and test the queries before saving the changes the ability to create branches for development stages. **What do you dislike about Keboola?** The reviewing changes between branches. was not able to finger out the changes. No integration with version control like git **What problems is Keboola solving and how is that benefiting you?** The simple and quick way to change the batch query from different sources and quick development. quick deploy and apply changes ### 20. Keboola works great for quality and quick work **Rating:** 4.0/5.0 stars **Reviewed by:** InĂŞs C. | Senior Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 10, 2022 **What do you like best about Keboola?** The variety of extractors and how easy to setup they are **What do you dislike about Keboola?** The lack of a testing framework for data The storage layer makes it very difficult to access and debug data coming in. **What problems is Keboola solving and how is that benefiting you?** We needed to quickly get the ground running with analytics on our organization. Keboola greatly expedited the development process, allowing us to focus on delivering business value instead of solving technical challenges of how to move data. **Official Response from Zdenek Linc:** > Hi, InĂŞs thanks for the lovely review. To your pain points: The currently supported option is to use a custom component for data quality. With recently added dbt support, we are looking to support dbt_expectations, getre.io or elementary-data.com. If you want to develop a new flow, you can use development branches in Keboola and test everything before merging changes into production. Regarding accessing and debugging data within the storage, I'd love to learn more, please get in touch via the feedback button in the product. Your feedback will be valuable, as always. Thanks a lot. ### 21. Friendly usage, but sometimes complicated setting of API components. Support react perfectly.. **Rating:** 4.0/5.0 stars **Reviewed by:** Jan B. | Data engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2022 **What do you like best about Keboola?** Friendly interface, easy settings in most cases. **What do you dislike about Keboola?** Sometimes unknown errors a need to solve the problem with the support. **What problems is Keboola solving and how is that benefiting you?** Downloading and transforming data from marketing and database sources. ### 22. Keboola advanced ETL tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 22, 2022 **What do you like best about Keboola?** Keboola is easy to learn and has many connectors. **What do you dislike about Keboola?** I miss a better option to customize a flow (how components are connected together - for example to do some action when component failures). **What problems is Keboola solving and how is that benefiting you?** We build data warehouses from a variety of data sources. Keboola helps us to connect all data together. ### 23. Keboola + BI viz = all you need **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** October 19, 2022 **What do you like best about Keboola?** It is the single tool you need as a data person to get started with. Extracting data, storage, transforming and writing data, and orchestration all-in-one. **What do you dislike about Keboola?** Harder to optimize usage, higher level of abstraction, so not good if you like to get your hands dirty in DB design etc. **What problems is Keboola solving and how is that benefiting you?** Getting all our company data to one place efficiently and working with the data. Easy to onboard business users. ### 24. Easy to use ETL **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2022 **What do you like best about Keboola?** Easy to understand, easy to use for beginners, ability to choose backend size for python transformations, snowflake integration, many native connectors **What do you dislike about Keboola?** no data types in storage, _timestamp column causing errors when columns not specified, GA extractor not extensive enough **What problems is Keboola solving and how is that benefiting you?** ETL/ELT tool ### 25. Review Keboola **Rating:** 4.0/5.0 stars **Reviewed by:** Waad J. | Data engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 23, 2022 **What do you like best about Keboola?** ETL, a simple transformer and data loading **What do you dislike about Keboola?** Does not connect to version control like git **What problems is Keboola solving and how is that benefiting you?** Loading large data ### 26. I think Keboola is a great tool for smaller use cases but afaik price is quite high. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Wholesale | Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Keboola?** Highly user friendly. Extractors for most of the data. Better arranged then e.g. Azure Databricks, no need to be a skilled DataEngineer to use it efficiently. **What do you dislike about Keboola?** Cannot create workspaces in dev branch (it is some time ago I used it so maybe now it is possible). Keboola sometimes creates big changes of the product which are not discussed enough with users (new transformations instead of legacy ones: still the legacy transformations have some advantages, e.g. you can easily switch off a part of code, which quite useful for some use cases). Price is high afaik. **What problems is Keboola solving and how is that benefiting you?** Prototyping and simple ML models. It is very easy and quick to deploy a small model to production with Keboola. ### 27. Solid cloud ETL tool for up to medium-sized projects with many prepared extractors of data sources **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2022 **What do you like best about Keboola?** Huge amount of prepared extractors for popular data sources, cheap way to start small projects with PAYG licence, Keboola Academy that is fully free. **What do you dislike about Keboola?** Mediocre support for large scale DWH projects, no official support for DEV with multi-project architecture. **What problems is Keboola solving and how is that benefiting you?** Traditional ETL solutions for BI in companies, preparing data model for reporting. ### 28. Keboola is getting better and better, **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** Helpful and fast support. Existing extractors are easy to use **What do you dislike about Keboola?** Creating custom extractors is almost impossible. **What problems is Keboola solving and how is that benefiting you?** Process data from different sources. ## Keboola Discussions - [Are you planning to include those extractors: Pinterest, TikTok, Spinoco? All of the would be beneficial for our use.](https://www.g2.com/discussions/are-you-planning-to-include-those-extractors-pinterest-tiktok-spinoco-all-of-the-would-be-beneficial-for-our-use) - 2 comments, 1 upvote - [View Keboola pricing details and edition comparison](https://www.g2.com/products/keboola/reviews?filters%5Bnps_score%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+10%3A55%3A50+-0500&secure%5Bsession_id%5D=68113f53-2aa6-4e16-aed8-455d1f158e3b&secure%5Btoken%5D=c8a728a2be4a831431dce6238fcd5ad9c5425e7335ca5fe1132022e1dd839ef3&format=llm_user) ## Keboola Integrations - [Confluence](https://www.g2.com/products/confluence/reviews) - [Data Studio](https://www.g2.com/products/data-studio/reviews) - [dbt](https://www.g2.com/products/dbt/reviews) - [DM Valid](https://www.g2.com/products/dm-valid/reviews) - [Facebook](https://www.g2.com/products/facebook/reviews) - [Gemini](https://www.g2.com/products/zen-healthcare-it-gemini/reviews) - [Git](https://www.g2.com/products/git/reviews) - 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[SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews) - [SAP ECC](https://www.g2.com/products/sap-ecc/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) - [Twitter Ads](https://www.g2.com/products/twitter-ads/reviews) ## Keboola Features **Data Integration** - 1st-Party Data Integration - 2nd-Party Data Integration - 3rd-Party Data Integration - Offline Data Integration - Mobile Data Integration - Data Import/Export - Collaboration Tools - Real-Time Data - Ad Network Integration **Data Management** - Data Import - Data Consolidation - Data Validation **Functionality** - Diverse Extraction Points - Data Structuring - Consolidation - Data Cleaning - Cloud Extraction - Visualization - Data Extraction - Real-Time Data - Image Extraction - IP Address Extraction - Email Address Extraction - Metadata Extraction - Document Extraction - Phone Number Extraction - Auto Extraction - IP Address Extraction - Email Address Extraction - Image Extraction - Web Data Extraction **Management** - Reporting - Auditing **Management** - Real-Time Analytics - Solution Integration - Infrastructure Compatibility - Monitoring **Financial Planning** - Extended Planning - Reporting - Integration - Self-Service Reporting **Data Management** - Data Integration - Data Compression - Data Quality - Built-In Data Analytics - In-Database Machine Learning - Data Lake Analytics - ETL - Extract Transfer Load - Data Capture and Transfer - Real-Time Analytics - Reporting/Analytics **Development ** - Real-Time Integration - API Designer - Flow Designer - Pre-Built Connectors - Custom Connectors - Reusable connectors - Multi - tenant architecture - Data Connectors - QuickBooks Integration - Active Directory Integration - Cloud Data Integration - ERP integration - Third-Party Integrations - Social Media Integration - Accounting Integration - Website Integration **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Agentic AI - Data Management Platform (DMP)** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - Campaign Planning **Agentic AI - Accounting & Finance** - Autonomous Task Execution **Agentic AI - FP&A (Financial Planning & Analysis) ** - Proactive Assistance - Decision Making **Data Analysis & Optimization** - Audience Segmentation - Recommendations - Standard Dashboards - Custom Reports - Campaign Segmentation **Management** - Disaster Recovery - Remote Backup - Storage Formats - Scheduled Backups - On-Demand Restoration **Financial Insight** - Budgeting - Forecasting - Planning - Budgeting/Forecasting **Data Transformation** - Real-Time Analytics - Data Querying - Reporting/Analytics - Predictive Analytics - Visual Analytics **Reporting Structure** - Reporting Hierarchy - Report Templates - Report Types **Functionality** - Extraction - Transformation - Loading - Automation - Scalability - Non-Relational Transformations - Data Extraction **Solution Provision** - System Failover - Pay by Usage **Integration** - AI/ ML Integration - BI Tool Integration - Data lake Integration **Management ** - Monitoring & Notification - Routing And Orchestration - Data Mapping - Data Transformation - API Management - Data Management - Document Management - Workflow Management - Application Management - Transaction Management - Metadata Management - Integrations Management - Data Storage Management - User Management - Payroll Management - Email Management - Integration Management - Help Desk Management - HR Management - eCommerce Management - Sales Management - Real-Time Monitoring - Real-Time Notifications **Analytics** - Analytics capabilities - Dasboard visualizations **Diverse Extraction Points** - Diverse Extraction Points **Additional Functionality** - Data Storage Management - Customizable Templates - Multiple Data Sources - Forecasting - Reminders - Multi-Language - Visual Discovery - Mobile Access - Rules-Based Workflow - API - Customizable Forms - Drag & Drop - Third-Party Integrations - Workflow Management - Data Mapping - Trend Analysis - Compliance Management - Data Connectors - Multi-Channel Distribution - Search/Filter - Data Transformation - Data Import/Export - Data Synchronization - Reporting/Analytics - Surveys & Feedback - Customizable Fields - Forms Management - Multi-Channel Data Collection - HIPAA Compliant - Metadata Management - Secure Data Storage - Generative AI - Access Controls/Permissions - Multi-Device Support - AI Copilot - Visual Analytics - Audience Targeting - Offline Response Collection - Data Capture and Transfer - Customizable Reports - Activity Dashboard - Dashboard Creation - Version Control - Query Builder - IP Rotation - AI/Machine Learning - Data Verification - Optical Character Recognition - Batch Processing - Data Aggregation and Publishing - Job Scheduling - Data Mining - Proxy Rotation - Geotargeting - Data Aggregation - JavaScript Rendering - HTML Parsing - Multiple File Format Support - Data Cleansing - Reporting & Statistics - Natural Language Processing - CAPTCHA Solving - Integration Management - Website Crawling - Scheduling - Bot Mitigation - User Management - Customization - Proactive Error Detection **Additional Functionality** - Data Mapping - Monitoring - Charting - Integration Management - Reporting/Analytics - Ad hoc Analysis - Access Controls/Permissions - API - Match & Merge - Real-Time Monitoring - Metadata Management - Pipeline Management - Job Scheduling - Dashboard Creation - Data Storage Management - Multiple Data Sources - Data Import/Export - Generative AI - Data Quality Control - Data Connectors - Customizable Reports - Single Sign On - Version Control - Visual Analytics - Accounting Integration - Real-Time Data - eCommerce Management - AI Copilot - CRM - Data Visualization - SSL Security - Search/Filter - Real-Time Analytics - Data Capture and Transfer - Collaboration Tools - Performance Management - Data Synchronization - Drag & Drop - Data Replication - Activity Dashboard - Database Support - Workflow Management - Alerts/Notifications - Predictive Analytics - Data Migration - Third-Party Integrations - Reporting & Statistics - Data Analysis Tools **Platform** - Data Permissions - User, Role, and Access Management - Performance and Reliability - Enterprise Scalability - Internationalization - Advertising Management - Performance Management - Campaign Management - Data Storage Management - Customer Experience Management **Reporting** - Activity Monitoring - Documentation - Alerts/Notifications **Data** - Data Visualization - Data Analysis - Custom Reporting - Reporting Templates - Real-Time Data **Standard Analytics** - Standard KPIs - Standard Reports - Financial Statements - Drill Down **Deployment** - On-Premise - Cloud **Security** - Data Encryption - Security Standards - Communication Protocol - SSL Security **Monitoring and Management** - Data Observability - Testing capabilities **Additional Functionality** - Contact Database - AI Copilot - Data Migration - Engagement Tracking - Data Visualization - Audience Targeting - Data Capture and Transfer - Competitive Analysis - Generative AI - Reporting/Analytics - Data Synchronization - CRM - Content Library - Data Mapping - Customer Journey Mapping - API - SMS Marketing - Data Recovery - Drip Campaigns - Customer Database - Email Marketing - Data Profiling - Multi-Channel Marketing - Real-Time Analytics - Click Tracking - Behavior Tracking - Real-Time Reporting - Data Transformation - Multi-Campaign - A/B Testing - Campaign Analytics - Data Verification - Data Extraction - Behavioral Analytics - Multiple Data Sources - Reporting & Statistics - ROI Tracking - Predictive Analytics **Security** - Data Encryption - Security and Compliance - Deduplication **Status Communication** - Collaboration - Version Control - Real-Time Data Updates - Scorecards - Approval Process Control **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake - Real-Time Data - Data Capture and Transfer - Trend Analysis - What-if Analysis - Statistical Analysis - Data Blending - Ad hoc Analysis - Third-Party Integrations **Custom Analytics** - Dashboards - Custom KPIs - Custom Reports - Self Service - Multiple Entities **Performance ** - Scalability **Integration Options** - Data Virtualization - Managed File Transfers - Big Data Processing - EDI - Real-Time Data - Data Capture and Transfer **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Additional Functionality** - Predictive Analytics - Multi-Language - Generative AI - Currency Management - AI Copilot - User Management - Project Management - Risk Management - Real-Time Analytics - Audit Trail - Tax Management - Investment Management - Transaction History - Data Import/Export - Fixed Asset Management - Mobile Access - Transaction Monitoring - API - Project Time Tracking - Projections - Consolidation/Roll-Up - General Ledger - Purchasing & Receiving - Real-Time Monitoring - Configurable Workflow - Dashboard Creation - Accounting - Electronic Payments - Revenue Recognition - Invoice Management - Compliance Management - "What If" Scenarios - Workflow Management - Multi-Currency - Planning Tools - Visual Analytics - Cash Management - Customizable Reports - Bank Reconciliation - Invoice Processing - Multi-Company - For Investors & Traders - Expense Tracking - Purchase Order Management - Access Controls/Permissions - Activity Dashboard - Reporting/Analytics - Alerts/Notifications - Billing & Invoicing - Receipt Management - Profit/Loss Statement - Income & Balance Sheet - Cash Flow Management **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks - Data Discovery **Security** - Data Governance - Data Security **Deployment ** - Cloud to Cloud **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Financial Analysis** - Cross-system Integration - Decision Making **Additional Functionality** - Real-Time Updates - Search/Filter - Reporting/Analytics - Data Warehouse - Data Import/Export - ETL - Generative AI - Data Visualization - Access Controls/Permissions - Database Support - Alerts/Escalation - Event Logs - Dashboard - Data Synchronization - Monitoring - Widgets - Real-Time Reporting - API - Multiple Data Sources - Activity Tracking - Drag & Drop - Automated Scheduling - Configurable Workflow - Data Aggregation and Publishing - Data Extraction - Mobile Access - AI Copilot - Web Services - Real-Time Analytics - SMS Messaging - Point of Sale (POS) - CRM - Dashboard Creation - Activity Dashboard - Event Tracking - AI/Machine Learning - Data Quality Control - Accounting - Ad hoc Reporting **Additional Functionality** - Data Warehousing - Drag & Drop - Activity Dashboard - Data Connectors - Ad hoc Reporting - Customizable Reports - Alerts/Escalation - Templates - Forecasting - Data Migration - Data Transformation - Access Controls/Permissions - API - Data Cleansing - Data Synchronization - AI Copilot - Dashboard Creation - Data Extraction - Data Security - SSL Security - Collaboration Tools - No-Code - High Volume Processing - Database Support - Search/Filter - Generative AI **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Additional Functionality** - Parallel Processing - Ad hoc Analysis - Multiple Data Sources - API - In-Database Processing - Monitoring - Real-Time Reporting - Data Synchronization - Real-Time Monitoring - Data Connectors - Performance Metrics - Ad hoc Reporting - Alerts/Notifications - Access Controls/Permissions - Drag & Drop - Data Visualization - Data Import/Export - Match & Merge - Data Transformation - Secure Data Storage - Data Extraction - AI Copilot - Customizable Reports - Activity Dashboard - Data Migration - In-Memory Processing - Data Mapping **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 ## Top Keboola Alternatives - [Fivetran](https://www.g2.com/products/fivetran/reviews) - 4.3/5.0 (808 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,335 reviews) - [Workato](https://www.g2.com/products/workato/reviews) - 4.7/5.0 (748 reviews)