Data as of Aug 25, 2026 · Based on 2,041 AI responses · Shares cover the last 30 days · See how Parse measures this
Enterprise Data Catalog & Governance Platforms
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Recommended for large enterprises needing complex governance and compliance. | 78% | |
| 2 | Cited as a modern, collaborative platform for cloud-native data stacks. | 73% | |
| 3 | Praised for data discovery, search capabilities, and business-user collaboration. | 67% | |
| 4 | Valued for deep lineage capabilities in complex, hybrid enterprise environments. | 58% | |
| 5 | 41% | ||
| 6 | A rising open-source alternative praised for its modern interface and flexibility. | 39% | |
| 7 | 38% | ||
| 8 | 30% | ||
| 9 | 24% | ||
| 10 | 21% | ||
| 11 | Cited as a newer, lightweight tool focused on automated discovery and lineage. | 18% | |
| 12 | 17% | ||
| 13 | 15% | ||
| 14 | 14% | ||
| 15 | 14% | ||
| 16 | 14% | ||
| 17 | 13% | ||
| 18 | 12% | ||
| 19 | 12% | ||
| 20 | 10% | ||
| 21 | 10% | ||
| 22 | 8% | ||
| 23 | 8% | ||
| 24 | 6% | ||
| 25 | 6% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
atlan.com is the page AI reaches for most here, cited in 63% of analyzed answers.
“A leading data intelligence platform.” → “A mature, enterprise-grade choice best for complex and regulated environments.”
Climbed from #3 rank (43%) to #2 (82%) between Oct 2025 and Mar 2026.
Jumped from rank #14 to #6 in overall mentions since Oct 2025.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 82% | 83% | ||
| 84% | 73% | ||
| 76% | 53% | ||
| 69% | 29% | ||
| 43% | 41% |
The two models disagree most about Microsoft Power BI (ChatGPT #12, Google #21) and Looker (ChatGPT #15, Google #23).
Across 2,041 AI responses, Collibra is mentioned most, named in 78% of them, followed by Atlan (73%) and Alation (67%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,041 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Collibra remains the most frequently recommended platform in AI responses for enterprise data catalogs, consistently cited for its strong governance and policy enforcement. However,
Atlan has surged to challenge this top position, now matching
Collibra's mention rate as of March 2026, signaling a shift toward more modern, collaborative platforms.
Atlan, , and are the consistent top recommendations for this prompt. Mentions of remain stable, while modern tools like and open-source options like and see increased citations from late 2025 onward.
Atlan,
Alation, and
Collibra are the consistent top recommendations for this prompt. Mentions of
Informatica remain stable, while modern tools like
Secoda and open-source options like
DataHub and
OpenMetadata see increased citations from late 2025 onward.
The market map
Recommended by need