# Select Star Reviews **Vendor:** Select Star **Category:** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog) **Average Rating:** 4.5/5.0 **Total Reviews:** 55 ## About Select Star Select Star is a modern data governance platform that helps organizations manage and understand their data at scale, enabling AI, analytics, and self-service across the business. It automatically catalogs datasets, traces end-to-end lineage, and builds a shared business glossary and semantic layer, so teams can confidently work with trusted data. With a user-friendly data portal and built-in automation, Select Star supports use cases including data democratization, data governance, semantic layers, and cloud data migrations serving as a foundational layer for enterprise AI and data initiatives. ## Select Star Pros & Cons **What users like:** - Users find Select Star to be **easy to use** , simplifying the process of searching for relevant metadata efficiently. (10 reviews) - Users appreciate the **powerful column-level lineage** of Select Star, which enhances data quality and discovery effortlessly. (9 reviews) - Users appreciate the **clean and intuitive interface** of Select Star, enhancing usability and simplifying data navigation. (7 reviews) - Users value the **intuitive and powerful data discovery** features of Select Star, enhancing navigation and collaboration across teams. (5 reviews) - Users appreciate the **intuitive data cataloging** of Select Star, enhancing data discovery and team collaboration effortlessly. (4 reviews) - AI Integration (3 reviews) - Users appreciate the **column-level lineage** in Select Star, which enhances data quality and traceability in their work. (3 reviews) - Users value the **intuitive data tracking and lineage features** in Select Star, enhancing governance and collaboration. (3 reviews) - Integrations (3 reviews) - Search Functionality (3 reviews) **What users dislike:** - Users feel that the **limited functionality** of Select Star restricts access to valuable insights and reporting capabilities. (2 reviews) - Users find **lineage limitations** in Select Star, often struggling with messy visuals and inaccessible tables in queries. (2 reviews) - Users find the **complex setup** for a dbt mesh ecosystem to be challenging and time-consuming. (1 reviews) - Users struggle with the **difficult learning** curve of Select Star, seeking simpler guidance to maximize value quickly. (1 reviews) - Users desire more **straightforward guidance** to leverage Select Star effectively without requiring extensive expertise. (1 reviews) - Inaccuracy Issues (1 reviews) - Integration Issues (1 reviews) - Learning Difficulty (1 reviews) - Missing Features (1 reviews) - Poor Documentation (1 reviews) ## Select Star Reviews ### 1. Seamless Integration, Solid Support **Rating:** 5.0/5.0 stars **Reviewed by:** Steve K. | Lead Analytics Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 03, 2025 **What do you like best about Select Star?** I like how Select Star provides a solid support and a rich feature set, which makes it a compelling choice for our needs. I've been using it for almost two years, and it has been instrumental in understanding data lineage and the tagging on certain columns. I appreciate the seamless integration with other tools like Snowflake and dbt, which enhances our overall data ecosystem without any noticeable challenges. The ability to view popular queries and joins of a particular column is particularly beneficial for gaining deeper insights into data usage. I also like the tag propagation feature, which adds a layer of efficiency in managing metadata. **What do you dislike about Select Star?** Setting it up for a dbt mesh ecosystem requires some work in setting up a unified project to feed the data → Select Star. **What problems is Select Star solving and how is that benefiting you?** I use Select Star to understand data lineage and column usage, aiding data consumers with data freshness and tagging. ### 2. Intuitive Data Discovery Made Effortless **Rating:** 5.0/5.0 stars **Reviewed by:** Clara C. | Staff Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** November 05, 2025 **What do you like best about Select Star?** What I like best about Select Star is how usable and intuitive the platform feels from the start. The interface is clean, well-organized, and makes navigating complex datasets much simpler. The search functionality is powerful. I can quickly locate the right tables, columns, or dashboards without needing to ask around. It’s been an excellent tool for onboarding onto new data environments and understanding relationships across datasets faster. Overall, Select Star really improves data discovery and collaboration across teams. **What do you dislike about Select Star?** Would be helpful to streamline manual stuff like documentation of what column names mean **What problems is Select Star solving and how is that benefiting you?** Looking for specific data tables, data documentation ### 3. Great tool **Rating:** 5.0/5.0 stars **Reviewed by:** Wenhe L. | Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 13, 2025 **What do you like best about Select Star?** I’ve been using Select Star for a few months now, and it’s become one of the more reliable tools in my data stack. The UI is clean and easy to navigate, and it’s helped me trace column-level lineage across some pretty complex models without having to dig through layers of SQL manually. That alone saves me a lot of time. **What do you dislike about Select Star?** Select Star’s been useful for lineage and metadata, but it’s not without flaws. The lineage view can get messy with large datasets, and sometimes it’s hard to filter down to what you actually need. The popularity and usage metrics are helpful, but not always accurate. It’s great for surfacing insights, but not something I’d rely on as a source of truth without a second look. **What problems is Select Star solving and how is that benefiting you?** Select Star helps solve the problem of data discoverability and tribal knowledge. Before, it was hard to know which tables were actually being used, who owned them, or how things were connected without asking around or digging through SQL. Now I can quickly trace lineage, see usage stats, and figure out what’s safe to change or deprecate. It’s especially helpful for reducing back-and-forth when onboarding new team members or answering ad hoc requests. ### 4. Quick to start, couple of tweaks are needed **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 25, 2025 **What do you like best about Select Star?** As a user it's easy to get going with the basics of the platform. Full set up including things like field definitions, ownership of items looks as if it will be time consuming for all team members. We are early in our implementation but the AI feature has already been super helpful in finding fields that I don't know the location of inside of snowflake! **What do you dislike about Select Star?** Things like the popularity or view counts of a dashboard, table etc. seem to be limited to Select Star users. Would be much more beneficial to have popularity (especially for dashboards) be based on actual end user views. **What problems is Select Star solving and how is that benefiting you?** We have a large data ecosphere including AWS, snowflake, fivetran, dbt, powerbi etc. Keeping these platforms documented and in sync can be challenging. Select Star brings all of that together for us. ### 5. Great oversights into complex data warehouse **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Select Star?** I've found it great at surfacing relevant tables and columns from natural language queries. I work with a large data warehouse, and often am consuming tables that have been through many DBTs. It's lineage is a good way to get to the base data without manually reading and following the SQL myself **What do you dislike about Select Star?** I find that for tables with many dependencies, it's sometimes hard to visualise which parts of the query are resulting in which aspect of the lineage. It also surfaces tables that I don't have read access to in Snowflake when I try to read them. **What problems is Select Star solving and how is that benefiting you?** It's providing insights into what is available for me to query, and how to debug data when the outcome is not what I anticipate ### 6. Effortless Documentation with User-Friendly Select Star **Rating:** 4.0/5.0 stars **Reviewed by:** Blessing N. **Reviewed Date:** September 28, 2025 **What do you like best about Select Star?** I love how user-friendly and easy to navigate the interface is, making documentation straightforward and efficient. The AI feature that assists with field descriptions and generating metrics is amazing, saving me significant time. Additionally, its seamless integration with tools like Tableau really enhances my workflow. **What do you dislike about Select Star?** Nothing **What problems is Select Star solving and how is that benefiting you?** I use the product for documentation, making it easy and efficient compared to manual Excel work, saving time and allowing focus on other tasks. ### 7. Makes onboarding much easier **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Mid-Market (51-1000 emp.) **Reviewed Date:** September 24, 2025 **What do you like best about Select Star?** I've been ramping at a company for only 3 days, Select Star makes it easy to search for relevant metadata for fields that I'm chasing down to include in my analysis, and includes the data lineage needed to source the metrics as well. **What do you dislike about Select Star?** To be determined, so far it seems like a pretty good tool. **What problems is Select Star solving and how is that benefiting you?** it's making it much easier to find metadata for fields that I'm working with. ### 8. Amazing tool **Rating:** 4.0/5.0 stars **Reviewed by:** Tita A. | Solutions Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** September 30, 2025 **What do you like best about Select Star?** excellent AI-powered data discovery tool, simplifying governance, lineage, and collaboration with intuitive insights and usability. **What do you dislike about Select Star?** complex integration with cloud environment **What problems is Select Star solving and how is that benefiting you?** data governance ### 9. Excellent Tool for Data Governance **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 15, 2025 **What do you like best about Select Star?** Strong tool for building data governance muscles -- AI compatibility, quick feedback/response time from team & speedy incorporation of feedback. **What do you dislike about Select Star?** Small things like sorting & searching functionalities could be improved, but team has been very receptive to feedback & quick to implement. Select Star has been a great partner for our organization as we build a data governance model. **What problems is Select Star solving and how is that benefiting you?** Before Select Star, we had little organized data governance at our company & this has helped us build a model that will be sustainable & scalable. It's a great tool & easy to use. ### 10. Very helpful for this researcher **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 08, 2025 **What do you like best about Select Star?** This tool makes it much easier for me to locate the data fields I need within my organization's data architecture. I also appreciate that it highlights popular joins, which is quite helpful. **What do you dislike about Select Star?** As someone who isn't a data or SQL expert, I would appreciate having more straightforward guidance to help me get value from the product more quickly. **What problems is Select Star solving and how is that benefiting you?** This tool assists me in composing SQL queries for my UX research projects. ### 11. Straightforward, east to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Select Star?** Clean UI that enables fast insights across several of our data tools **What do you dislike about Select Star?** Would love for additional functionality, like monitoring and alerting **What problems is Select Star solving and how is that benefiting you?** Select Star helps us identify data usage both within our data lake and within our BI tools. This ensures we know where are critical assets are. We also leverage the tools when making updates to our data pipelines, to ensure we have a clear view on potential impacts. ### 12. great data discoverability tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Real Estate | Enterprise (> 1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about Select Star?** I'm a new hire and user of Select Star. It's enabled me to more quickly onboard and become better familiarized with our data. In my previous org, we had a custom internal tool that served a similar purpose but was way more basic -- just a searchable catalog of tables. Select Star contains that functionality on top of giving insights into data lineages, joins, and usage. **What do you dislike about Select Star?** It's slightly buggy and slow here and there but not in a way that significantly detracts from my experience using the product. It would also be awesome if we were able to see table snippets or insights into row coverage / distinct values, like is available in Snowsight. **What problems is Select Star solving and how is that benefiting you?** enabling me to onboard more quickly and answer my own questions around data lineage ### 13. Clean, intuitive and so helpful to ramp up **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Enterprise (> 1000 emp.) **Reviewed Date:** May 30, 2025 **What do you like best about Select Star?** Clean and intuitive interface, easily digestible and navigable with a strong search **What do you dislike about Select Star?** AI features could be better integrated and more comprehensive **What problems is Select Star solving and how is that benefiting you?** Data Dictionary, especially for ramping up in a new firm ### 14. Column-Level Lineage and Dashboards Association **Rating:** 4.5/5.0 stars **Reviewed by:** Manos P. | Business Intelligence Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 12, 2024 **What do you like best about Select Star?** Select Star offers a highly detailed column/field-level lineage feature that enables precise tracking of data origins and transformations. This capability is particularly beneficial for data teams where analysts/engineers frequently edit tables and fields, as it helps track the potential impact of future changes on downstream processes. With the ability to integrate various visualization tools, Select Star offers the association of dashboards with tables in the data warehouse. This feature allows users to see exactly where each table field is used, down to the specific page of each dashboard. **What do you dislike about Select Star?** There is a certain learning curve for maximizing its advanced features e.g. ERDs or lineage visualization. Enhanced documentation or use morecases could help mitigate these challenges. **What problems is Select Star solving and how is that benefiting you?** Discovery : Comprehensive list of all data assets my team has Data Management : Allows for KPIs documentation, lineage tracking, automatic ERDs and data models Collaboration : Enhances team collaboration with schema change alerts, documentation and table changes tracking ### 15. easy to use and higly comprehensive system **Rating:** 5.0/5.0 stars **Reviewed by:** Drew B. | Commercial Partnerships Manager, Enterprise (> 1000 emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Select Star?** depth of capability and user functions and flexability **What do you dislike about Select Star?** User interface is very basic however this made it simple to use **What problems is Select Star solving and how is that benefiting you?** Business glossary simplification and unification combined with automation ### 16. Select Star Review **Rating:** 4.5/5.0 stars **Reviewed by:** Melanie T. | Senior Business Intelligence Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** September 18, 2024 **What do you like best about Select Star?** I am still in the early stages of using Select Star but I immediately saw the potential after watching a few demos and reading case studies. I really like the idea of using this tool to complete our Single Source of Truth. **What do you dislike about Select Star?** I don't see any dislikes or downsides to Select Star just yet. **What problems is Select Star solving and how is that benefiting you?** Having a reliable SoT and data disctionary for our users to refer to when they're struggling to find the lineage to specific fields names or KPIs. ### 17. Great Product **Rating:** 4.5/5.0 stars **Reviewed by:** Nhan (Leo) L. | Senior Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 18, 2024 **What do you like best about Select Star?** I like the UI and how easy to use Select Star **What do you dislike about Select Star?** nothing so far, the use has been easy so far **What problems is Select Star solving and how is that benefiting you?** they help data professionals manage their data governance and literacy ### 18. Easy to use lineage and data discovery tool **Rating:** 5.0/5.0 stars **Reviewed by:** C H. | Analyst team lead, Enterprise (> 1000 emp.) **Reviewed Date:** December 19, 2024 **What do you like best about Select Star?** Very easy to use lineage, data discovery and documentation tool **What do you dislike about Select Star?** Can sometimes can be a little slow to load. **What problems is Select Star solving and how is that benefiting you?** Tracking lineage and downstream data impacts of code changes ### 19. It's a useful tool if you can't have something customized **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2024 **What do you like best about Select Star?** you can catolog all datasources and dashboards, and easily track the unused and most used ones. So, you can plan deprecation and focus on which ones take more traction and need your attention. lineage is the most helpful, especially for new-hires that don't know how to reach the initial sources **What do you dislike about Select Star?** 1. I think that the ai-bot still needs a lot of improvent - not able to anwer many question, but to guide you, so that you answer by yourself 2. some easy fixes that could help faster set-up, ie add mass labeling in dashboards 3. not so much added value if you can develop something custom on your own **What problems is Select Star solving and how is that benefiting you?** Data maintenance - we labeled all the deprecated dashboards and tables, and planned deletions - we tracked the most queried tables and planned optimizations ie partitions and indexing On boarding of new hires - teach them how to use select star to find the initial sources Single source of truth - we plan to include documentation for business KPIs and how to calculate ### 20. Effective tool for data lineage and visualization **Rating:** 5.0/5.0 stars **Reviewed by:** Philippe B. | Sr. Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 21, 2024 **What do you like best about Select Star?** One of the standout features is the column-level lineage. It’s incredibly powerful and allows me to trace data flows with precision, which has been invaluable for ensuring data quality and accuracy in my work. **What do you dislike about Select Star?** Nothing, it perfectly meets my needs daily. **What problems is Select Star solving and how is that benefiting you?** SelectStar provides better visibility into data dependencies, enabling proactive responses to changes that could impact business reporting. ### 21. Modern and valuable data catalogue **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Online Media | Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2024 **What do you like best about Select Star?** Brings value since the very beginning Ease of use Very powerful lineage Plug and play integrations Use it on a daily basis **What do you dislike about Select Star?** Maybe missing some features like more capabilities in terms of reporting (ad-hoc reports with existing metadata) **What problems is Select Star solving and how is that benefiting you?** Data discovery Data lineage Data documentation Impact analysis ### 22. I use select star on a daily basis. I find it to be very useful for data discovery. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2024 **What do you like best about Select Star?** It makes navigating our complex data model substantially easier. **What do you dislike about Select Star?** Nothing comes to mind. Curious to see what they build in the future. **What problems is Select Star solving and how is that benefiting you?** we have a very complex data model at my company and Select Star allows us to discover, navigate, and map our data ### 23. Select Star helps us save a ton of time on a daily basis! Column level lineage is invaluable! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about Select Star?** The most helpful feature for my team has been the column-level lineage that gives us end-to-end visibility into our pipeline all the way from source to dashboards. What used to take us 20-30min to do, hopping between different apps, now takes less than 1min and we can do it all within just the Select star UI. This saves a ton of time and prevents a lot of mistakes! **What do you dislike about Select Star?** There is nothing to dislike about Select star! However, I wish there would be some more features around data quality and possibly a home page that lists all newly added tables (for the top 50 maybe) after the last sync with the DW **Recommendations to others considering Select Star:** The Select Star team is super helpful, so don't hesitate to ask them your most difficult questions! **What problems is Select Star solving and how is that benefiting you?** For us, Select Star is solving many different problems: - centralized data catalog, accessible to users outside of the Data team - end-to-end column-level lineage - helps us establish data owners for different data sets - helps us track data freshness - allows for more transparency of the SQL code that powers our data models ### 24. Go-to-tool for Column Level Lineage **Rating:** 3.5/5.0 stars **Reviewed by:** Dharmil S. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 22, 2023 **What do you like best about Select Star?** Things that I like - 1. Column level lineage - it helps in identifying the downstream dependencies and if things would break if there is a change happening to the existing field 2. End to End lineage available if you have your transformational tool, data warehouse and reporting tool integrated 3. Seamless integration with the most used tools in the market 4. Great Customer Support team **What do you dislike about Select Star?** Things that I think can be added/improved - 1. History of changes happening in select star - I think this is already in the product roadmap and will be released soon 2. API documentation and support **What problems is Select Star solving and how is that benefiting you?** We have a long list of tables built across different environments, and it wasn't easy to make any changes without knowing the downstream impact. Select Star helped identify what downstream changes would must be done with intact production reporting. The product is also helping us streamline our data cataloguing, where data owners can add field descriptions, tags etc. **Official Response from Select Star Marketing:** > Hello Dharmil, Thank you so much for taking the time to write a review on Select Star! We are thrilled to hear you are happy with our Column Level Lineage and the impact it has had on your downstream changes, integrations and customer support team and we look forward to continuing to support you in these areas. We appreciate your feedback on the product and will connect you with your customer success manager to ensure your recommendations on the additions and improvements are addressed directly! Thank you again for your feedback, we look forward to our continued partnership! Veronica ### 25. Modern data catalogue at an affordable price **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Enterprise (> 1000 emp.) **Reviewed Date:** November 08, 2023 **What do you like best about Select Star?** It's a cost effective tool, evolving continuosly, which is already generating value for our company in terms of data discovery, root cause analysis, downstream impact and governance. **What do you dislike about Select Star?** I am still expecting some features like data quality tools integration and integration with GitLab. **What problems is Select Star solving and how is that benefiting you?** Data discovery Full end-to-end lineage Popularity Ownership Glossary ### 26. Our analytics data dictionary **Rating:** 4.5/5.0 stars **Reviewed by:** Phil C. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2023 **What do you like best about Select Star?** Great to be able to track data lineage. When we have changes pending to our dbt model, one of our standard steps is to check the Select Star lineage to evaluate impact. I use it almost every day to check stuff. **What do you dislike about Select Star?** Not much to dislike! A few small things - it can't parse SQL using `exclude` and it doesn't track lineage to Mode definitions. **What problems is Select Star solving and how is that benefiting you?** As an analyst, Select Star makes it much easier to understand and visualize our data model. The popularity metrics are a great feature - nice to be able to see how many reports or downstream views reference a particular field. ### 27. Better data discovery and Better data governance **Rating:** 3.5/5.0 stars **Reviewed by:** Carlos M. | Data Analytics Engineering Director | Division Manager, Information Services, Mid-Market (51-1000 emp.) **Reviewed Date:** March 08, 2023 **What do you like best about Select Star?** The thing that makes me think positively about Select star is the Search bar. The search bar at the top of the page allows you to search for any data asset, using spaces as delimiters. The search results page includes filters for Asset Types, Tags, Owners, and more, which can be adjusted to display or hide specific items. This is a helpful tool for data professionals looking to quickly and easily find data objects across a range of sources. **What do you dislike about Select Star?** The thing that could be improved is that when organisations turn off data edit on the Select Star, even the Admin and Data manager can not edit it. **What problems is Select Star solving and how is that benefiting you?** Select star help us better data discovery and Better data governance. As I mentioned before, Search bar help our organisation do better data discovery. If we are talking about better data governance, Select Star allows companies to assign owners to datasets, helping to ensure data is well-documented and properly maintained. It also helps identify abandoned datasets that may need to be removed or updated. ### 28. A True Gamechanger for Fivetran Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Kelly C. | Enterprise (> 1000 emp.) **Reviewed Date:** May 26, 2023 **What do you like best about Select Star?** Select Star has been an invaluable tool for our data team here at Fivetran. We have quickly learned what our most popular assets are, enabled our team to find data assets and linage swiftly, and began to decrease tech debt using Select Star. **What do you dislike about Select Star?** Select Star has been a little difficult for our non-technical users to pick up, but the Select Star has been incredibly helpful with enablement materials and support. **What problems is Select Star solving and how is that benefiting you?** As we continue to evolve and update our data assets, Select Star has been invaluable for helping us deprecate assets while ensuring we are actively considering downstream dependencies. **Official Response from Select Star Marketing:** > Hello Kelly, thank you so much for taking the time to leave us a review! We appreciate the kind words and are thrilled that Select Star has been a massive help with downstream dependencies and learning what your most popular assets are. Your feedback regarding the non-technical users is something we are working on and hope to share with you and the Fivetran team in the near future! Thank you for your partnership, Kelly! Veronica ### 29. a map for data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Real Estate | Mid-Market (51-1000 emp.) **Reviewed Date:** April 20, 2023 **What do you like best about Select Star?** Lineage and connection to Tableau are a gamechanger **What do you dislike about Select Star?** Some times the queries take too long. It can get slow at times depending on the data you're looking for. **What problems is Select Star solving and how is that benefiting you?** Our data warehouse is way too big for anyone to know entirely. This helps us find fields we didn't know exist, and to put them to use very easily ### 30. So far so good! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about Select Star?** 1. Data Lineage across systems 2. Popular joins/queries which allows for self-serve discoverability 3. Documentation **What do you dislike about Select Star?** It seems to crash a lot, or pages are unavailable/broken due to technical issues. **Recommendations to others considering Select Star:** Go through the trial and understand whether it meets the company's needs. **What problems is Select Star solving and how is that benefiting you?** We never had a solution for data lineage prior to select star. This solves it very nicely. ### 31. A must have tool for modern data stack and implementing data governance practises **Rating:** 5.0/5.0 stars **Reviewed by:** Gaurav Mukesh P. | Data Operations Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about Select Star?** Select Star gives the best view of data lineage for all the connected tools. Another important feature was for documenting the metrics and summary which is very useful if multiple teams are working across the company. The popularity of tables is a very nice feature to determine the most commonly queried table and most commonly used dashboard. **What do you dislike about Select Star?** There are no major dislikes that we came while working with Select Star **What problems is Select Star solving and how is that benefiting you?** Data Lineage. Select Star helps to unveil the large spaghetti tower of data that we have and helps to understand how the data source and which attribute is affecting the frontend tableau/looker dashboard. Documentation is another major challenge which can be tackled using Select Star as it has a great feature for auto data cataloguing, and metric documentation. With these features, 70% of the time can be saved in the identification of problems (if any) and while building new products with data. ### 32. Review of SelectStar **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 01, 2023 **What do you like best about Select Star?** As a developer, selectstar has been really helpful in understanding what tables and columns people are using. This makes deprecation of columns and tables or migrations run more smoothly. **What do you dislike about Select Star?** I think there could be some enhancements on column popularity . Currently, if a table is part of a join, its not included in the popularity. This is misleading because not all tables are part of Select * from table queries. **What problems is Select Star solving and how is that benefiting you?** Understanding who is using what data at the company. ### 33. Nearly all the data discovery needs met **Rating:** 4.5/5.0 stars **Reviewed by:** Maddie G. | Decision Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about Select Star?** - each table's info and column description can be edited without having to update a yaml - better search for Mode than Mode itself - lineage for individual tables and columns used in queries, it's very helpful to find common ways to use the data - easy system to claim tables, add details, tags, etc. doesn't feel bureaucratic by design. - friendly support for issues and has a mechanism to upvote product suggestions **What do you dislike about Select Star?** - right clicking columns leads you to lineage page when you just want to copy to clipboard - URL pattern uses table IDs instead of db names, table names, and column names. If a colleague shares a link with you, you will not know what it's for, and you cannot just alter a URL to get to the right subpage - lack of sample data for each table, leading to needing to query it to preview data or find an existing example query **What problems is Select Star solving and how is that benefiting you?** - Human-friendly data table discovery --> Can find the right Snowflake tables in a more readable format + has so much more context per column - Human-friendly Mode report discovery --> Can find more relevant reports faster than native Mode search + has so much more context per report - Knowing which column to use based on Popularity indicator --- many tables have columns that sound similar but are not the same. Popularity is a quick way to validate which one is 'correct' for the most typical use cases. - Common joins, column/table lineage, query discovery --> Can better construct queries by seeing examples by the rest of the company and ideate a little faster for the next project by having examples, and know which dashboards/queries a table update will impact ### 34. Data Cataloguing, Discoverability and Governance on steroids using Select Star **Rating:** 4.5/5.0 stars **Reviewed by:** Giannis K. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2022 **What do you like best about Select Star?** Select Star provides a great variety of tools and integrations for Data Discovery and Cataloguing, with a high sophistication level. The main features that I found the most helpful for my everyday work are: 1. The multilevel search on tables, columns, schemas, tags etc, multiple sources (Snowflake, Tableau) 2. The Column level lineage views. 3. The automated integration with Snowflake for documentation purposes. 4. A very simple process for tagging multiple resource objects such as columns, tables, and dashboards. 5. The ability to choose which source object I want to sync with Select Star, and which I don't. **What do you dislike about Select Star?** Since Select star is a recently established Start-up that is trying to take a share in a very antagonistic market, it's inevitable to have a lot of space for improvement. From my point of view, the section that I would like to invest more in is the APIs. Currently, there is a big variety of functionalities and feature which is exposed from their APIs but I believe it needs a redesign, in terms of API Standards and Authentication and Authorization, in order to be safer and easier for a partner to integrate multiple automated processes with Select Star. **What problems is Select Star solving and how is that benefiting you?** The most critical business demand that we are using Select Star for is the centralization and exposure of the Data Documentation. Since Orfium wants to apply Data Mesh principles to their main Products, Data Cataloguing and Documentation were the major requirements for us to succeed in this endeavor. Furthermore, Select Star has been used for critical components related to Data Governance by applying Business and Technical Ownership to schemas, tables, and columns, as also multi-tagging them with the current statuses and the categories they belong to. ### 35. A Great Data Catalog for your Modern Data Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Konstantinos S. | Director of Big Data, Mid-Market (51-1000 emp.) **Reviewed Date:** May 10, 2022 **What do you like best about Select Star?** Select Star is a great data catalog that helps us discover our most important data. The best parts are the seamless integration with Snowflake (our use case) and the support from Select Star's team. Furthermore, Select Star is a fully interoperable tool, it has an API that anyone can utilize to insert/extract information, and it automatically maps the documentation from the source. Last but not least, Select Star is cheap for what it offers, and the team is always there to help with your specific needs. **What do you dislike about Select Star?** So far, there isn't anything I dislike. There is a constant development of features that cover more and more needs, but the most important features of a Data Catalog are already there. **Recommendations to others considering Select Star:** This is a value-for-money service that will cover your Data Discovery needs. **What problems is Select Star solving and how is that benefiting you?** Select star is our primary data discovery service, and it has enabled us to build a map around our data and their dependencies. It also helps us identify how our datasets are being used and connected. ### 36. SelectStar helps our team learn our data model quickly and easily without needing hundreds of docs **Rating:** 5.0/5.0 stars **Reviewed by:** Aleshia A. | Decision Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about Select Star?** I really love SelectStar's popular joins feature. With many fields named differently and tribal knowledge being a large storage space for the best way to join different tables, it makes it easier for me to figure out how to join two different tables without having to interrupt other folks. **What do you dislike about Select Star?** I wish we could have SelectStar sync in our data from every single data pipeline. It's so helpful, that I'd like it available in even more areas of the business. **What problems is Select Star solving and how is that benefiting you?** It requires us to focus less of our time on creating documentation around our data warehouses and data visualization programs and more time actually using the data to solve problems. ### 37. Does a better job than what Fortune 500 companies can build **Rating:** 4.0/5.0 stars **Reviewed by:** Crystal H. | Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about Select Star?** - Being able to see column popularity and popular joins and queries - Great customer service - Seeing all tables in a schema easily **What do you dislike about Select Star?** - Slightly slow search and load times - No comprehensive way to add valid values, except to the field description itself - Still a relatively new product, so new features are being added **Recommendations to others considering Select Star:** Consider the number of tables, views, and users you'll need to support, and check this against Select Star's pricing plans. **What problems is Select Star solving and how is that benefiting you?** Data table, schema, and data field documentation. Knowing who to contact about tables. ### 38. Quick time to Analysis. Responsive Team. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.) **Reviewed Date:** July 05, 2022 **What do you like best about Select Star?** For us, it was the integration with the tools that we have in our data platform. They had native integrations so it was super quick to integrate and start using Select Star. They are also super responsive in the Slack Channel and quick to resolve issues. **What do you dislike about Select Star?** There are still some features that may not be there compared to some of the bigger rival products, but they are pushing out new features at an awesome clip and I think they will begin to start closing that gap. **What problems is Select Star solving and how is that benefiting you?** Select Star gives us a central platform to answer questions about the data in our platform. It is super easy for new users to quickly understand the lineage of data. ### 39. The tool has great features in addition to an excellent service team to solve complex issues **Rating:** 4.5/5.0 stars **Reviewed by:** Davi H. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 14, 2022 **What do you like best about Select Star?** The service team and the data catalog funcionality **What do you dislike about Select Star?** Some instabilities that occur while using the tool because it is in the development process and the lack of active community **What problems is Select Star solving and how is that benefiting you?** Select Star is helping me with the implementation of data governance in my current company, as well as giving us clarity on all our data flow responsible for generating insights for the company ### 40. Agile in how to onboard the team, regardless of how mature the teams are. **Rating:** 5.0/5.0 stars **Reviewed by:** Stephanie L. | G, Small-Business (50 or fewer emp.) **Reviewed Date:** June 28, 2022 **What do you like best about Select Star?** Support & Service and Column Level Lineage **What do you dislike about Select Star?** Sometimes the application is slow, but that is probably our fault because we have very bad design & too many tables. **Recommendations to others considering Select Star:** This tool quickly allows you to understand where your data is located and get your arms around how to make it an asset for the company. **What problems is Select Star solving and how is that benefiting you?** Source of truth, documenting baseline information and showing how our data is connected, helping us resolve issues faster. ### 41. Select Star Helps The Business Understand Our Data **Rating:** 5.0/5.0 stars **Reviewed by:** Steve K. | Engineering Manager, Data Platform, Mid-Market (51-1000 emp.) **Reviewed Date:** July 05, 2022 **What do you like best about Select Star?** One of the best features that has helped our business is being able to see the lineage and determine where the data in our dashboards originates from. **What do you dislike about Select Star?** I just wish that we could ingest data from more external sources. **What problems is Select Star solving and how is that benefiting you?** Select Star helps us understand the evolution of our data and provides a "one stop shop" for the business to find the data they're looking for. ### 42. Easy to edit, easy to search, a bit slow to navigate. **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Real Estate | Enterprise (> 1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about Select Star?** Pros: - Easy to search: can search by both table and column names. Can view how popular a given column is by popularity. Can see how different tables and variables are connected. - Easy to edit: users can doubleclick into table and column descriptions to update descriptions **What do you dislike about Select Star?** Cons: - Slow to load and to navigate: when searching for tables and columns, the recommendations take a while to populate. Uncertain if this is due to issues with the backend on our side or with Selectstar. **What problems is Select Star solving and how is that benefiting you?** Selectstar allows users of our data warehouse to record what would otherwise be tribal knowledge and trivializes the sharing of information. ### 43. Best Data Catalogue I've Used! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about Select Star?** One feature that I love about Select Star is the "Popular Joins" view, which shows you how tables are commonly joined to other tables, in addition to the join keys. Super helpful for understanding how to use the data and minimize errors! **What do you dislike about Select Star?** It can sometimes be a bit slow to load when you're searching or navigating between pages, but it doesn't affect the usability at all. It's still pretty performant overall. **What problems is Select Star solving and how is that benefiting you?** Select Star is really helpful for allowing us to document our tables, helping people navigate our data model, and tracking lineage to understand how our data flows from one table to another. ### 44. Value for Money Data discovery, great team / cooperation **Rating:** 4.5/5.0 stars **Reviewed by:** Thomas A. | Senior Staff BI Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 05, 2022 **What do you like best about Select Star?** I very much like the lineage feature that shows the trail of the information among tables on Snowflake and especially the connection with Tableau. This allows from engineers to C-level execs to trace info from dashboards to tables and vice versa. **What do you dislike about Select Star?** Nothing specific at the moment. Features are being developed on a daily basis and the collaboration with the Select Star team is very close. It would be unfair to write something on a review when it is highly probable to be evolved within the next days literally. :) **What problems is Select Star solving and how is that benefiting you?** The biggest problem solved was the connection between Tableau and Snowflake. The biggest benefit realized is that there is a commonplace to gather documentation for everything in the company where it is easily accessible and discoverable ### 45. Easy to use, active innovating, great customer support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Real Estate | Enterprise (> 1000 emp.) **Reviewed Date:** July 07, 2022 **What do you like best about Select Star?** very easy to use. Non-tech people can use and contribute to data catalog. **What do you dislike about Select Star?** Some improvement can be done (e.g. support lineage for Json fields), but nothing I dislike. **What problems is Select Star solving and how is that benefiting you?** It makes Data discovery easy for both tech and non-tech users. With new features like auto annotation, users feel more productive. The popularity feature is super useful for people getting insight into how a table is used. Love to see more such insight (e.g. query performance, estimated snowflake cost) added in the future for users to better optimize the tables and queries. ### 46. Nice tool for setting up a data driven culture in your company **Rating:** 4.5/5.0 stars **Reviewed by:** Lukas M. | Head of BI **Reviewed Date:** May 04, 2022 **What do you like best about Select Star?** Select Star really helps with the organization and explorability of all types of data in use at rebuy. We are using dbt, Snowflake and Looker and all of them are set up really easy. **What do you dislike about Select Star?** As the tool is pretty new, there are some minor bugs but up until now Select Star has been incredibly swift in addressing them and they are actively listening for feedback and implementing changes. **What problems is Select Star solving and how is that benefiting you?** Before using select star we had no clarity about which department is responsible for which KPIs, how those KPIs are defined and where reports and insights can be found. Select Star makes setting up a structure like this really easy. ### 47. Very helpful tool for data exploration and discovery **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Wholesale | Enterprise (> 1000 emp.) **Reviewed Date:** July 14, 2022 **What do you like best about Select Star?** Selectstar is super user friendly and fast. Easy for me to navigate our and understand our tables. **What do you dislike about Select Star?** Navigation can be a bit confusing, but the search bar is great. **What problems is Select Star solving and how is that benefiting you?** Select star helps me quickly find and understand data tables and columns. This is especially useful when working with unfamiliar data. Understanding data lineage helps me ensure I'm looking at the right information too. ### 48. functionality is there but UX needs improvement **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 29, 2022 **What do you like best about Select Star?** Search bar is highly functional, it is well segregated by data source. Placement of assets is well thought out and relationships made between different assets is easy to use. **What do you dislike about Select Star?** The UI/UX still needs a big facelift. There's no data dictionary functionality which is one of our biggest needs. We have to workaround by using their document type page which is pretty much a notion page or Google doc. **What problems is Select Star solving and how is that benefiting you?** Select Star helps us achieve a centralized source of truth for all data assets. We're still in the testing phases but we hope that the organization turns to select star whenever there's a question on terms, KPIs, metrics, or data. ### 49. Best Lineage Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** June 29, 2022 **What do you like best about Select Star?** Select Star is a convenient and fast lineage tool available for BigQuery + Looker environment. It helps our company to see all the dependencies of tables and dashboards. **What do you dislike about Select Star?** We are missing some features, like customizable categories (labels). However, we are constantly in contact with Select Star team and we probably will see the features we need in future updates :) **What problems is Select Star solving and how is that benefiting you?** it solves the problem of checking tables and dashboards' dependencies, so it makes the table removal process easier. We also send new team members to select star, instead of spending time explaining what the sources of certain tables are. ### 50. Recommend select star for data catalog **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Mid-Market (51-1000 emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Select Star?** Ease of connectivity to existing BI stack **What do you dislike about Select Star?** UI is not mature enough compared to competitiors **What problems is Select Star solving and how is that benefiting you?** One tool to show complete data lineage for Analysts and documentation of important business and technical concepts, and strategic KPIs. Complete lineage helps to track data flow from source to reporting layer - [View Select Star pricing details and edition comparison](https://www.g2.com/products/select-star/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+01%3A08%3A20+-0500&secure%5Bsession_id%5D=6859c8f8-73f2-4be3-a4a7-32fb383f36f8&secure%5Btoken%5D=960267a40f922c43fbe57120639d2430fcb11509073ba4747a75c5a33a71afe0&format=llm_user) ## Select Star Integrations - [Agentforce Revenue Management (formerly Salesforce Revenue Cloud)](https://www.g2.com/products/agentforce-revenue-management-formerly-salesforce-revenue-cloud/reviews) - [dbt](https://www.g2.com/products/dbt/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Mode](https://www.g2.com/products/mode-mode/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) ## Select Star Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Compliance** - Sensitive Data Compliance **Security** - Access Control - Roles Management - Compliance Management **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Data Quality** - Data Preparation - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top Select Star Alternatives - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (128 reviews) - [Coalesce Catalog (formerly CastorDoc)](https://www.g2.com/products/castor-doc/reviews) - 4.7/5.0 (63 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - 4.5/5.0 (554 reviews)