Real ChatGPT answer · index seedxNTVVX2EhWQcompleteB2B software · data and analytics platformscommercial
What are the top-rated data catalog tools this year that actually get adopted by both engineers and non-technical business users?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top-rated data catalog tools this year that actually get adopted by both engineers and non-technical business users?
4 real searches · 1 real-search pass
2026 data catalog platforms latest reviews ratings product updates adoptionGoogle ↗
OBSERVED
best data catalog platforms 2026 Atlan Alation Collibra Microsoft Purview DataHub OpenMetadata reviews adoption business users engineersGoogle ↗
OBSERVED
2026 data catalog software reviews G2 ratings Atlan Alation Collibra Informatica Microsoft PurviewGoogle ↗
OBSERVED
data catalog adoption business users engineers Reddit Atlan Alation Collibra DataHub OpenMetadataGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 data catalog platforms latest reviews ratings product updates adoption Google ↗
best data catalog platforms 2026 Atlan Alation Collibra Microsoft Purview DataHub OpenMetadata reviews adoption business users engineers Google ↗
2026 data catalog software reviews G2 ratings Atlan Alation Collibra Informatica Microsoft Purview Google ↗
data catalog adoption business users engineers Reddit Atlan Alation Collibra DataHub OpenMetadata Google ↗
- Atlan website · atlan.com
- Alation website · alation.com
- Collibra website · collibra.com
- Select Star website · selectstar.com
- Secoda website · secoda.co
- Microsoft Purview website · microsoft.com
- DataHub website · datahubproject.io
- Website · datagalaxy.com
- Website · open-metadata.org
- 17 Best Data Catalog Tools in 2026: Buyer's Guide · atlan.com
- Data Catalog Tools Compared for Enterprise Teams · erstudio.com
- Best Metadata Management Solutions Reviews 2026 · gartner.com
- Data Catalog & Metadata Management Software: 7 Vendors Compared · ciopages.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 data catalog platforms latest reviews ratings product updates adoption OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
best data catalog platforms 2026 Atlan Alation Collibra Microsoft Purview DataHub OpenMetadata reviews adoption business users engineers OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 data catalog software reviews G2 ratings Atlan Alation Collibra Informatica Microsoft Purview OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
data catalog adoption business users engineers Reddit Atlan Alation Collibra DataHub OpenMetadata OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |