What AI says about OpenLineage
OpenLineage is an open platform and standard for collecting and analyzing data lineage by tracking metadata about datasets, jobs, and runs.
AI calls itopen standard,open-source,vendor-neutral,engineering-led
Since Jul 5Updated Nov 10, 2026Based on 10,675 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about OpenLineage and its rivals · since Jul 5
Based on 10,675 AI answers
- ChatGPT2%
- Google AI Mode1%
How often AI mentions OpenLineage
of AI answers about OpenLineage and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions OpenLineage
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Topics where AI mentions OpenLineage
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- What's the best tool to track model lineage for an AI audit?on this questionAI picks MLflow most64%
Excerpts where OpenLineage 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.
ChatGPTSep 16, 2026, ChatGPT OpenLineage — better if your audit needs to follow data and pipeline lineage across many systems
- I am looking for a "data lineage" tool for tracking data flow across a complex enterprise stack.on this questionAI picks Collibra most72%
Excerpts where OpenLineage appeared in the AI's answer
Google AI ModeSep 1, 2026, Google AI Mode OpenLineage / Marquez: An open standard for collection of lineage metadata
Google AI ModeAug 28, 2026, Google AI Mode OpenLineage : An open standard for collection of lineage metadata that integrates smoothly across various orchestration layers.
- Our legal team cannot verify the copyright status of our training images. Who offers data provenance and genealogy tools for datasets?on this questionAI picks Data Provenance Initiative most21%
Excerpts where OpenLineage appeared in the AI's answer
Google AI ModeAug 8, 2026, Google AI Mode OpenLineage : An open-source, standardized framework for data lineage.
ChatGPTAug 8, 2026, ChatGPT OpenLineage Open standard for capturing lineage events from pipelines, datasets and jobs
- We can't trace which specific document generation caused a particular answer. Who specializes in attribution and lineage for RAG?on this questionAI picks Arize Phoenix and 1 more about as often21%
Excerpts where OpenLineage appeared in the AI's answer
Google AI ModeSep 16, 2026, Google AI Mode DataHub / OpenLineage : Open-source data governance and lineage standards that help map dataset provenance so you can trace a piece of data back to its exact origin job or dynamic document generation script.
Google AI ModeAug 31, 2026, Google AI Mode OpenLineage : An open-source framework (often paired with UI platforms like DataHub)
- We need a data layer that tracks provenance and permissions for every AI answer. What products should we evaluate?on this questionAI picks Collibra and 1 more about as often14%
Excerpts where OpenLineage appeared in the AI's answer
ChatGPTJul 31, 2026, ChatGPT openlineage.io — interoperability standard for lineage across data pipelines.
- Which data catalog platforms integrate column-level lineage from BI models transformation code and streaming pipelines?on this questionAI picks Atlan most11%
Excerpts where OpenLineage 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.
ChatGPTSep 6, 2026, ChatGPT Rather than being a catalog itself, OpenLineage is increasingly used as the transport layer for lineage events.
OpenLineage in AI answers
1 of 8
What's the best tool to track model lineage for an AI audit?
ChatGPTChatGPT· Sep 16, 2026
OpenLineage — better if your audit needs to follow data and pipeline lineage across many systems
Google AI ModeGoogle AI Mode· Sep 28, 2026
OpenLineage / Marquez: Best open-source standard for data and ML pipeline collection.
Sites AI cites
- Your site46%
- Home | OpenLineage (opens in a new tab) · 34%Leaves OpenLineage out
- About OpenLineage | OpenLineage (opens in a new tab) · 3%
- About OpenLineage | OpenLineage (opens in a new tab) · 2%
- dbt | OpenLineage (opens in a new tab) · 2%
- Flink 2.x - OpenLineage (opens in a new tab) · 2%
- Column-Level Lineage | OpenLineage (opens in a new tab) · 2%
- Object Model | OpenLineage (opens in a new tab) · 2%Leaves OpenLineage out
- Leaves OpenLineage out3%
- DataHub | AI & Data Context Management Platform (opens in a new tab) · 2%Leaves OpenLineage out
- Data Lineage Software | DataHub Cloud (opens in a new tab) · 2%
- Leaves OpenLineage out3%
