AI Visibility Leaderboard
Data Catalog Software AI Brand Rankings
Data Catalog Software publishes 6 ranked brands from the accepted leaderboard snapshot. Collibra Data Intelligence Platform is rank 1 with composite index 91.25.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Collibra Data Intelligence Platform | 91.25 | Rank 1 in Data Catalog Software with composite index 91.25; mention rate 92 |
| 2 | Alation Data Catalog | 90.18 | Rank 2 in Data Catalog Software with composite index 90.18; mention rate 90 |
| 3 | Informatica Cloud Data Governance and Catalog | 89.93 | Rank 3 in Data Catalog Software with composite index 89.93; mention rate 90 |
| 4 | Atlan | 88.68 | Rank 4 in Data Catalog Software with composite index 88.68; mention rate 88.5 |
| 5 | Microsoft Purview | 87.25 | Rank 5 in Data Catalog Software with composite index 87.25; mention rate 86.5 |
| 6 | OpenMetadata | 83.75 | Rank 6 in Data Catalog Software with composite index 83.75; mention rate 83 |
Methodology FAQ
How is the Data Catalog Software leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Data Catalog Software, including rank position, recommendation strength, and mention-rate patterns.
Why can Collibra Data Intelligence Platform lead overall but differ by engine?
Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.
How often is this Data Catalog Software leaderboard updated?
This leaderboard updates whenever new completed runs are available for Data Catalog Software, with the latest refresh date shown on the page.
How to read this page
This page uses the same leaderboard snapshot for its headline, visible metrics, and comparison table. Read rank together with visibility score: rank shows relative position in the current view, while the score records measured AI visibility. Nearby rows provide comparison context. Follow the related leaderboard links to compare the wider set of tracked entities and continue exploring pages based on the same snapshot.
Scores describe the data available for the snapshot date and should be read as a point-in-time comparison, not a permanent rating. Differences between rows show relative visibility within this leaderboard view. A later snapshot can change both rank and score when the underlying evaluations change. The static table keeps the primary comparison readable without requiring interactive controls.