# 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.






- [View Google Cloud Data Catalog pricing details and edition comparison](https://www.g2.com/products/google-cloud-data-catalog/reviews?page=2&section=pricing&secure%5Bexpires_at%5D=2026-05-26+03%3A50%3A05+-0500&secure%5Bsession_id%5D=db139513-55f8-40e4-b646-05f32e962ed2&secure%5Btoken%5D=3b8c4ee5b0895bb07919bdb55defe93deaf1f25f4a4ef89a0920e6e4aced50c6&format=llm_user)

## Google Cloud Data Catalog Features
**Data Governance**
- User Access Management
- Dynamic Data Masking
- Data Lineage

**Data Preparation**
- Search
- Data Quality and Cleansing
- Data Transformation
- Data Modeling

**Collaboration**
- Commenting
- Profiling and Classification
- Business and Data Glossary
- Metadata Management 

**Artificial Intelligence**
- Machine Learning Recommendations
- Natural Language Query
- Automatic Data Cleansing

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Machine Learning Data Catalog**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Decision Making

## Top Google Cloud Data Catalog Alternatives
  - [Collibra](https://www.g2.com/products/collibra/reviews) - 4.2/5.0 (99 reviews)
  - [Alation](https://www.g2.com/products/alation/reviews) - 4.4/5.0 (89 reviews)
  - [Atlan](https://www.g2.com/products/atlan/reviews) - 4.5/5.0 (130 reviews)