Master data management · Named, not rankedCluedIn
CluedIn is a master data management product that uses a graph-based approach to manage entities · cluedin.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. CluedIn has 7.
Why models recommend it
“Offers a free tier (one of the few MDM platforms that does)”DeepSeek V4 Flash · Budget-constrained question · alternative
“Azure-native with strong Microsoft integration”GLM 4.7 FlashX · Direct question · alternative
“The Modern/Azure Native Choice: CluedIn”Qwen 3.7 Flash · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as CluedIn, over the 10 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 0 | View → | |
| 9 | 3 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on CluedIn's own site, not checked by Gane.
- For
- Platform, architecture, and data engineering teams; organizations operationalizing AI at enterprise scale
- Price stated
- pay-as-you-go by the hour on CluedIn SaaS
- Free plan or trial
- Deployed for free in 60 seconds. No credit card required & $100 of AI credit included.
- Integrations
- 27
- Certifications
- SOC 2, HIPAA
- Hosting
- US, Europe, APAC, beyond
- Customers named
- ISS, Plains Midstream Canada, Sega, Jet Aviation, Nykredit
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 10 of the 10 answers that named CluedIn and are not a share of its labels.
Domains cited
Forty-five of the fifty domain citations in answers naming CluedIn came from a third party's page.
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 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 113 | 20 | 2026-10-05 | Master data | |
| Podcast or video | 43 | 4 | 2026-08-07 | Master data | |
| Report or ebook | 35 | 0 | 2025-12-17 | Master data, Data catalogs | |
| Webinar or virtual event | 26 | 0 | 2026-07-03 | ||
| Case study | 8 | undated | Master data | ||
| Glossary or explainer | 6 | 2 | 2026-07-28 | Master data | |
| Comparison | 4 | 2 | 2026-09-16 | Master data | |
| Conference or event | 2 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-10-05Agentic data operations microsoft fabric blog
- 2026-09-30Master data management is becoming something bigger blog
- 2026-09-16Best microsoft mds alternatives 2026 comparison
- 2026-09-16Microsoft mds to cluedin technical migration guide blog
- 2026-09-15Microsoft mds replacement sql server 2025 blog
- 2026-09-08From ai assistance to ai action blog
How it is countedHide how it is counted
Every page cluedin.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 October 5, 2026.