2 categories · Named, not rankedAtlan
Atlan is a data governance and metadata platform for teams that manage and collaborate on their organization's data · atlan.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Atlan has 6.
Why models recommend it
“Atlan is the modern, AI-native challenger with faster deployment and lower staffing needs.”DeepSeek V4 Flash · Comparative question · alternative
“Alternatives for data governance/analytics: Collibra, Alation, Atlan, Informatica”Grok 4.20 · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Atlan, over the 13 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 0 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 3 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Atlan's own site, not checked by Gane.
- For
- enterprise AI
- Integrations
- 80
- Customers named
- General Motors, Workday, Nasdaq, Mastercard, Virgin Media O2, CME Group, HubSpot, FOX
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 11 of the 13 answers that named Atlan and are not a share of its labels.
Domains cited
Thirty-one of the thirty-seven domain citations in answers naming Atlan came from a third party's page. Four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 2 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 400 | 5 | 2026-09-16 | ||
| Comparison | 280 | 8 | 2026-09-29 | ||
| Glossary or explainer | 177 | 19 | 2026-09-25 | ||
| Conference or event | 115 | 6 | 2026-10-28 | ||
| Case study | 73 | 1 | 2026-07-14 | ||
| Template or tool | 27 | 1 | 2026-09-23 | ||
| News or press | 18 | 0 | 2026-01-14 | ||
| Podcast or video | 15 | undated | |||
| Report or ebook | 10 | 0 | 2026-03-23 | ||
| Webinar or virtual event | 8 | 0 | 2025-11-24 |
Most recent
- 2026-09-29Fabric database agent vs data agent comparison
- 2026-09-29Fabric iq vs work iq vs foundry iq comparison
- 2026-09-28Rag pipeline vs context layer tco comparison
- 2026-09-28Context engineering vs semantic layer comparison
Events in person
- June 3, 2026Context Layer in Practice: How Workday Builds Trustworthy AI Agents | AtlanVertical Village Theater 2 (Basecamp, South Hall B), San Francisco, US · spoke
- June 2, 2026Context Layer? Semantic Layer? Ontology? Knowledge Graph? A Spicy Debate | AtlanVertical Village Theater 2 (Basecamp, South Hall B), San Francisco, US · spoke
- June 2, 2026The Enterprise Context Layer: Atlan's Thesis, Workday's Proof in ProductionRoom 210 (Moscone South, Level 2), San Francisco, US · spoke
- June 2, 2026Courtside at the Chase CenterChase Center, San Francisco · hosted
- June 2, 2026Context in Motionplace not stated · attended
- June 1, 2026 to June 4, 2026Atlan at Snowflake Summit 2026Moscone Center, San Francisco, US · exhibited
- June 1, 2026WTF is the Enterprise Context Layer — Demystified and Demo'd | AtlanRoom 210 (Moscone South, Level 2), San Francisco, US · spoke
- June 1, 2026AI After Dark — Hosted by Slalomplace not stated · attended
- May 11, 2026 to May 13, 2026Gartner EMEA Data & Analytics SummitExCel London, London · sponsored
- March 10, 2026Atlan's Community Par-TeeTopgolf Orlando · hosted
- March 9, 2026 to March 11, 2026Gartner Data & Analytics SummitGaylord Palms Resort, Orlando, United States · sponsored
- March 9, 2026Unplugged: A Private Dinner for Data, Technology & AI LeadersSalt and the Cellar · hosted
As the event pages on atlan.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page atlan.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.