--- title: Google Cloud Data Catalog Reviews meta_title: 'Google Cloud Data Catalog Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 28 reviews by the users' company size, role or industry to find out how Google Cloud Data Catalog works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 28 scale: '5' date_modified: '2026-08-07' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Google Cloud Data Catalog Reviews **Vendor:** Google **Category:** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog) **Average Rating:** 4.4/5.0 **Total Reviews:** 28 ## About Google Cloud Data Catalog A fully managed and highly scalable data discovery and metadata management service. ## Google Cloud Data Catalog Reviews ### 1. Centralized metadata repository **Rating:** 4.0/5.0 stars **Reviewed by:** Susha P. | Data Governance & architect, Mid-Market (51-1000 emp.) **Reviewed Date:** June 17, 2023 **What do you like best about Google Cloud Data Catalog?** Ability to quickly discover, understand, and manage their data assets across various data sources and platforms. Centralized searchable metadata helps easy collaboration across various department **What do you dislike about Google Cloud Data Catalog?** 1. Initial setup and configuration is time consuming 2. organizations with a large amount of metadata and frequent updates on metadata need to consider the cost while finalizing the solution 3. Limited support with non-cloud google platform **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Eliminate data silos with in the organization and centralised searchable data catalog ### 2. Stable cloud hosting at scale! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** November 15, 2022 **What do you like best about Google Cloud Data Catalog?** Google Cloud Data Catalog organizes data in a manner which makes it easy to locate and use. Moreover, the security features are sufficiently mature which gives Google CDC an edge over other cloud hosting alternatives. Google Cloud Data Catalog also provides the synergy of integrating smoothly with other cloud services within the Google Cloud ecosystem. For example, we use Google Cloud Data Catalog in conjunction with Google Cloud Data Loss Prevention to ensure that sensitive and critical data is identified and appropriately labeled. Policies are implemented to ensure their retention and disaster recovery. **What do you dislike about Google Cloud Data Catalog?** Syncing data between offline endpoints and the cloud is quite slow. We occasionally find hours of latency between the cloud and offline versions despite a robust and continuous network connection. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We use a combination of Google Cloud services for several business requirements ranging from cloud data storage, data security, compute engine, and hosting APIs. More specifically, Google Cloud Data Catalog allows us to manage our APIs and provide oversight on the various data assets across the organization. Some of the use cases relevant to this include locating and identifying insightful data, interpreting unstructured data sources to evaluate their usefulness, identifying correlations between multiple data sources, tracking version history for data, etc. By enabling the above use cases, Google Cloud Data Catalog empowers our team to take control of our data by providing a unified view of all data across the organization. Moreover, this helps our business team take ownership of data-related decisions towards ensuring regulatory compliance and optimize infrastructure costs associated with legacy data storage and processing. ### 3. Nice software to organise your data **Rating:** 4.0/5.0 stars **Reviewed by:** Sudarshana M. | Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Google Cloud Data Catalog?** This software is great for the people who use data stored in multiple google services often . It helps in providing unified view of the data from multiple metadata. **What do you dislike about Google Cloud Data Catalog?** Need bit of learning to use overwhelming features. Sometimes the tags such as childtag do not function as intended . Also one more issue was it acts bit slow when you are dealing with offline data set. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** This is helping in organising heterogeneous data sets into a unified view . Organising data features are very helpful when you have multiple versions of data in your company ### 4. convenient and thorough documentation **Rating:** 4.0/5.0 stars **Reviewed by:** Jefrin J. | Salesforce Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 28, 2022 **What do you like best about Google Cloud Data Catalog?** It is possible to offer scalability and metadata as a service. strong solution, user-friendly interface, and increased value for business operations, In the Google Cloud ecosystem, it also has the benefit of seamlessly interacting with other cloud services. **What do you dislike about Google Cloud Data Catalog?** At first, handling it seemed rather difficult, but I suppose with time, I may get better at it. Additionally, customer encounters aren't always the finest and service can be erratic at times. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Manage all of my data's technical, operational, and business metadata. They accomplish this with a streamlined, adaptable, and potent data catalogue! The quality has improved. ### 5. OC bestie!! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Google Cloud Data Catalog?** If you are an obsessive compulsive like me, this helps organize your data, sort, and categorize based on your preference! I'm a freak in keeping al my documents sorted in order to be readily accessible when I need them. **What do you dislike about Google Cloud Data Catalog?** It may be due to bandwidth, but I notice some latency in my device when I'm using this tool. Minor and doesn't really affect my overall output. Around 2-3 seconds lag time at least. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Numerous files, versions of each file, format, that can be overwhelming to go through if you're looking for a specific file that is already buried in piles of other documents. It helps organize all my documents for easy retrieval. ### 6. Google cloud storage optimisation **Rating:** 3.5/5.0 stars **Reviewed by:** Manikandan R. | Software Engineer II, Enterprise (> 1000 emp.) **Reviewed Date:** January 17, 2023 **What do you like best about Google Cloud Data Catalog?** Categorising sensitive data using DLP mechanisms and producting it. **What do you dislike about Google Cloud Data Catalog?** Integration of Multi-dimensional processing like OLAP datasets **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** Data storage is increasing day-by-day. Google cloud data catalog helps to optimise the storage capacity. ### 7. Good experience with Google Cloud data **Rating:** 4.0/5.0 stars **Reviewed by:** Abhishake G. | Software Developer III, Small-Business (50 or fewer emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Google Cloud Data Catalog?** Scalability and metadata can be made available as a service. **What do you dislike about Google Cloud Data Catalog?** Initially seems quite complex to handle but I guess with time I can learn it better. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** The biggest problem for an org is to manage its hardware for the data and this tool takes care of this very well and pay as you go. ### 8. Project Manager **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.) **Reviewed Date:** November 02, 2022 **What do you like best about Google Cloud Data Catalog?** For me, data storage and big query are those tools are used recently **What do you dislike about Google Cloud Data Catalog?** All tools are helpful. I learned how to use this software **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** To manipulate data for analysis ### 9. Highly Scale able Data Assets Metadata Management Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Faisal A. | Systems Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** July 24, 2020 **What do you like best about Google Cloud Data Catalog?** I can search any kind of data assets like datasets, tables, files etc. on GCP since its a central managed service. Its easy to create tag templates which can be attached to tables and columns with mandatory and optional information. Data Catalog existing dashboard shows us the highly used tables and views. **What do you dislike about Google Cloud Data Catalog?** Right now, i cannot manipulate or add new cards to the Data Catalog dashboard. There are limited options right now to maintain tags where we could define complex long calculations. It does not support out of box integration with outer world so we cannot cover complete universe of data assets we have. **What problems is Google Cloud Data Catalog solving and how is that benefiting you?** We are maintaining metadata information about our tables and views by attaching tags to them. We also know that how many records are in the source system and how many have been transferred to different target tables in BigQuery on GCP. We are also maintaining business glossary that by describing fields in business terms. So that knowledge stays with the company and if any new joiner arrives wont have difficulty to understand business terms used in the company. - [View Google Cloud Data Catalog pricing details and edition comparison](https://www.g2.com/products/google-cloud-data-catalog/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-09+05%3A27%3A21+-0500&secure%5Bsession_id%5D=ba6d8b93-f348-40be-9668-3c9dfd043586&secure%5Btoken%5D=18795111697773229b6804c168de3e873177403a42b3663755d9fc4b05909961&format=llm_user) ## Google Cloud Data Catalog Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage - Workflow Management **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management - Master Data Management - Data Storage Management - Data Management **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making - Third-Party Integrations **Additional Functionality** - Metadata Extraction - Automatic Backup - Search/Filter - Collaboration Tools - Activity Tracking - Authentication - Data Security - Data Mapping - Archiving & Retention - Data Discovery - Data Catalog - Multiple Data Sources - Categorization/Grouping - AI Copilot - Reporting/Analytics - Tagging - Drag & Drop - Activity Dashboard - Role-Based Permissions - Single Sign On - Data Governance - Content Library - Data Synchronization - Data Import/Export - Access Controls/Permissions - Data Visualization - API ## Top Google Cloud Data Catalog Alternatives - [Collibra](https://www.g2.com/products/collibra/reviews) - 4.2/5.0 (99 reviews) - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (134 reviews) - [Alation](https://www.g2.com/products/alation/reviews) - 4.4/5.0 (89 reviews)