What AI says about OpenMetadata
OpenMetadata is an open-source metadata management and data catalog platform that unifies asset discovery, data governance, and automated lineage tracking. It is regularly recommended for tracking data flows across complex warehouses and managing catalogs for dbt models or microservices.
AI calls itopen-source,extensible,engineering-led,flexible,modern,open-source/self-hosted
Since Jul 5Updated Nov 10, 2026Based on 9,003 AI answers
Reviewed by Dimitry Apollonsky
4%
of AI answers about OpenMetadata and its rivals · since Jul 5
Based on 9,003 AI answers
- ChatGPT5%
- Google AI Mode3%
How often AI mentions OpenMetadata
of AI answers about OpenMetadata and its rivals
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions OpenMetadata
- Enterprise Data Catalog & Governance PlatformsChatGPTGoogle AI Mode
- Enterprise Cloud Data Platform ToolsOutside both engines’ top 25
- Machine Learning Feature Store PlatformsOutside both engines’ top 25
- Data Discovery & Privacy Compliance ToolsOutside both engines’ top 25
- Visual Search and Auto-Tagging APIsOutside both engines’ top 25
- AI Data Cleaning & Preparation ToolsOutside both engines’ top 25
- Business Intelligence & Analytics SoftwareOutside both engines’ top 25
- MLOps and Data Orchestration PlatformsOutside both engines’ top 25
Topics where AI mentions OpenMetadata
- AI picks mostMentioned in
- Looking for a data cataloging tool with automated lineage tracking for a messy, multi-source data warehouse.on this questionAI picks Atlan most85%
Excerpts where OpenMetadata appeared in the AI's answer
ChatGPTSep 22, 2026, ChatGPT OpenMetadata — strong fit if you want self-hosting, broad connectors, column-level lineage, profiling, and data quality.
ChatGPTSep 18, 2026, ChatGPT OpenMetadata — strong open-source option; supports lineage across sources, ETL/orchestration, warehouses, and BI, including column-level lineage.
- Which data catalog platforms integrate column-level lineage from BI models transformation code and streaming pipelines?on this questionAI picks Atlan most71%
Excerpts where OpenMetadata appeared in the AI's answer
ChatGPTSep 26, 2026, ChatGPT OpenMetadata is particularly interesting if you want an open-source/self-hosted catalog
ChatGPTSep 22, 2026, ChatGPT OpenMetadata — supports column lineage from dbt and query-based transformations
- I want to create a central dictionary of our business data. What's the best data catalog tool with automated data lineage tracking?on this questionAI picks Atlan most70%
Excerpts where OpenMetadata appeared in the AI's answer
ChatGPTSep 27, 2026, ChatGPT OpenMetadata — compelling open-source/self-hosted option, with lineage and glossary capabilities.
ChatGPTSep 11, 2026, ChatGPT OpenMetadata — excellent if you want open source and control over the platform, and have engineering resources to operate it.
- I am looking for a "data lineage" tool for tracking data flow across a complex enterprise stack.on this questionAI picks Collibra most58%
Excerpts where OpenMetadata appeared in the AI's answer
Google AI ModeSep 21, 2026, Google AI Mode OpenMetadata : Rapidly growing, open-source metadata and lineage platform featuring modern API-driven architectures and native connectors.
Google AI ModeSep 13, 2026, Google AI Mode Projects like Acryl Data / DataHub or OpenMetadata offer powerful column-level lineage
- Which data governance tools verify the quality and lineage of data in a data lake?on this questionAI picks Collibra most45%
Excerpts where OpenMetadata appeared in the AI's answer
ChatGPTSep 10, 2026, ChatGPT OpenMetadata — combines cataloging, lineage, metadata management, and some built-in quality capabilities.
Google AI ModeAug 17, 2026, Google AI Mode combining a data quality testing framework like Great Expectations with an open-source metadata platform like DataHub or OpenMetadata
OpenMetadata in AI answers
I'm looking to build a data mesh architecture. What's the best platform or framework for implementing a data mesh in a large organization?
Sites AI cites
- Your site25%
- Lineage Ingestion | OpenMetadata Data Lineage Setup Guide - OpenMetadata Documentation (opens in a new tab) · 6%
- Lineage - OpenMetadata Documentation (opens in a new tab) · 2%
- dbt Workflow | OpenMetadata Data Build Tool Integration - OpenMetadata Documentation (opens in a new tab) · 2%
- Data Lineage | OpenMetadata Lineage How-To Guide - OpenMetadata Documentation (opens in a new tab) · 2%
- https://docs.open-metadata.org/latest/features (opens in a new tab) · 1%
- Lineage (opens in a new tab) · 1%
- Explore the Lineage View | Official Documentation - OpenMetadata Documentation (opens in a new tab) · 1%
- open-metadata.org (opens in a new tab) · 1%
- Data Quality as Code - OpenMetadata Documentation (opens in a new tab) · 1%
- dbt Workflow | OpenMetadata Data Build Tool Integration - OpenMetadata Documentation (opens in a new tab) · 1%
- Your site13%
- OpenMetadata: #1 Open Source Context Layer (opens in a new tab) · 10%Leaves OpenMetadata out
- Metadata Management Tools: Buyer's Guide and 6 Solutions to Watch | OpenMetadata Learning Center (opens in a new tab) · 2%
- Metadata Platforms: Use Cases, Components, and 7 Notable Solutions | OpenMetadata Learning Center (opens in a new tab) · 1%Leaves OpenMetadata out
- 12%
- Data catalog (opens in a new tab) · 4%
- Data Lineage & Data Catalog could be a unique tool? (opens in a new tab) · 4%
- Best tools/platforms for Data Lineage? (Doing a benchmark, in need of recs and feedbacks) (opens in a new tab) · 3%
- reddit.com (opens in a new tab) · 1%
- Data lineage and quality tool (opens in a new tab) · 1%
- Where audit trails break in multi-tool AI data pipelines (opens in a new tab) · 1%
- Leaves OpenMetadata out5%
- The Ultimate Guide To Data Lineage (opens in a new tab) · 4%Leaves OpenMetadata out
- Top 5 Open Source Data Lineage Tools (With User Reviews) (opens in a new tab) · 1%
- Leaves OpenMetadata out4%
- The Best Data Lineage and Catalog Tools in 2026 (opens in a new tab) · 4%Leaves OpenMetadata out
- 4%
- Feature Deep Dive: Data Lineage How-Tos and Best Practices with OpenMetadata (opens in a new tab) · 1%
- Feature Deep Dive: Data Lineage How-Tos and Best ... (opens in a new tab) · 1%
- New AI capabilities in Collibra Data Catalog and ... (opens in a new tab) · 1%
- OpenMetadata Webinar on How the Ingestion Framework Works #dataintegration #ingestion #datacatalog (opens in a new tab) · 1%
- OpenMetadata: Custom Properties #datacatalog (opens in a new tab) · 1%
- Glossary Approval Workflow #glossary (opens in a new tab) · 1%

