What AI says about Marquez
Marquez is a metadata service that collects, stores, and visualizes OpenLineage metadata to support data governance, data quality monitoring, and performance analytics.
AI calls itopen standard,open-source,reference implementation,vendor-neutral
Since Jul 5Updated Nov 11, 2026Based on 8,229 AI answers
Reviewed by Dimitry Apollonsky
1%
of AI answers about Marquez and its rivals · since Jul 5
Based on 8,229 AI answers
- ChatGPT1%
- Google AI Mode1%
How often AI mentions Marquez
of AI answers about Marquez and its rivals
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Marquez
Topics where AI mentions Marquez
- Most mentionedMentioned in
- I am looking for a "data lineage" tool for tracking data flow across a complex enterprise stack.on this questionCollibra is the most-mentioned brand49%
Excerpts where Marquez appeared in the AI's answer
ChatGPTNov 7, 2026, ChatGPT You typically combine it with a metadata platform such as DataHub or Marquez.
Google AI ModeSep 1, 2026, Google AI Mode OpenLineage / Marquez: An open standard for collection of lineage metadata
- What's the best tool to track model lineage for an AI audit?on this questionMLflow is the most-mentioned brand16%
Excerpts where Marquez appeared in the AI's answer
Google AI ModeSep 28, 2026, Google AI Mode OpenLineage / Marquez: Best open-source standard for data and ML pipeline collection.
Google AI ModeAug 3, 2026, Google AI Mode OpenLineage + Marquez: Best for engineering-led, open-source-first stacks.
- Which data catalog platforms integrate column-level lineage from BI models transformation code and streaming pipelines?on this questionAtlan is the most-mentioned brand14%
Excerpts where Marquez appeared in the AI's answer
Google AI ModeSep 14, 2026, Google AI Mode OpenLineage + Marquez (Open-Source Ecosystem) : While Marquez is technically an open-source lineage metadata store and UI rather than a commercial "data catalog," it serves as the foundational engine for streaming CLL.
Google AI ModeSep 6, 2026, Google AI Mode Marquez / OpenLineage ecosystem : While Marquez functions more as a lineage-centric metadata store and visualization engine rather than a traditional broad-scope data catalog
- Looking for a data cataloging tool with automated lineage tracking for a messy, multi-source data warehouse.on this questionAtlan is the most-mentioned brand10%
Excerpts where Marquez appeared in the AI's answer
Google AI ModeJul 28, 2026, Google AI Mode Marquez (OpenLineage): Ideal for open-source teams, Marquez collects and visualizes metadata
Google AI ModeJul 24, 2026, Google AI Mode OpenLineage + Marquez is a leading option for collecting, storing, and visualizing lineage
- Our legal team cannot verify the copyright status of our training images. Who offers data provenance and genealogy tools for datasets?on this questionData Provenance Initiative is the most-mentioned brand2%
- We can't trace which specific document generation caused a particular answer. Who specializes in attribution and lineage for RAG?on this questionArize Phoenix shares the lead for mentions with 1 more2%
Excerpts where Marquez appeared in the AI's answer
ChatGPTAug 3, 2026, ChatGPT OpenLineage (often paired with Marquez) is widely used for data engineering lineage.
Marquez in AI answers
I am looking for a "data lineage" tool for tracking data flow across a complex enterprise stack.
Sites AI cites
The page AI cites most often when it mentions Marquez
Check it mentions Marquez and gets the details right.
