# CluedIn: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 8 judge labels across 1 categories by 6 of 14 models. Page: https://it-ai-index.com/vendors/cluedin/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Master data management | 0% | 13 | 12% | 8 |

## What the models said for it

- "A modern, Azure-native MDM that uses a "graph database" approach... Great for quick time-to-value." (Gemini 3.5 Flash, Master data)
- "If you prioritize ease of use and governance → Semarchy or CluedIn" (MiniMax M2.5, Master data)
- "Choose CluedIn if you want governance embedded into operational MDM." (Perplexity Sonar, Master data)
- "CluedIn (Best for Graph-Based & AI-Ready Data)" (Gemini 3.5 Flash, Master data)

## And against it

- "Small or newer vendors if you need long-term stability and global scale Vendors such as CluedIn, Syncari, PiLog, Viamedici, Prospecta, Gaine, Tamr, and some others ... you should be cautious" (GPT-5.4 mini, Master data)

## In its own words

What CluedIn's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Graph-Native Agentic Master Data Management (https://cluedin.com/)
- For: Platform, architecture, and data engineering teams; organizations operationalizing AI at enterprise scale (https://cluedin.com/)
- Price stated: pay-as-you-go by the hour on CluedIn SaaS (https://cluedin.com/)
- Free plan or trial: Deployed for free in 60 seconds. No credit card required & $100 of AI credit included. (https://cluedin.com/)
- Integrations claimed: 27 (https://cluedin.com/)
- Certifications: SOC 2, HIPAA
- Hosting: US, Europe, APAC, beyond
- Customers named: ISS, Plains Midstream Canada, Sega, Swiss Luxury Retailer, Jet Aviation, Nykredit

## What it publishes

Every page cluedin.com exposes, read 2026-10-05: 347 addresses. By kind, pages and the last 90 days:

- blog: 113 pages, 20 in the last 90 days, latest 2026-10-05
- case study: 8 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 26 pages, 0 in the last 90 days, latest 2026-07-03
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 35 pages, 0 in the last 90 days, latest 2025-12-17
- comparison: 4 pages, 2 in the last 90 days, latest 2026-09-16
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 2 in the last 90 days, latest 2026-07-28
- podcast or video: 43 pages, 4 in the last 90 days, latest 2026-08-07
- Recent: 2026-10-05 blog: Agentic data operations microsoft fabric https://www.cluedin.com/resources/articles/agentic-data-operations-microsoft-fabric
- Recent: 2026-09-30 blog: Master data management is becoming something bigger https://www.cluedin.com/resources/articles/master-data-management-is-becoming-something-bigger
- Recent: 2026-09-16 comparison: Best microsoft mds alternatives 2026 https://www.cluedin.com/resources/articles/best-microsoft-mds-alternatives-2026
- Recent: 2026-09-16 blog: Microsoft mds to cluedin technical migration guide https://www.cluedin.com/resources/articles/microsoft-mds-to-cluedin-technical-migration-guide
- Recent: 2026-09-15 blog: Microsoft mds replacement sql server 2025 https://www.cluedin.com/resources/articles/microsoft-mds-replacement-sql-server-2025
- Recent: 2026-09-08 blog: From ai assistance to ai action https://www.cluedin.com/resources/articles/from-ai-assistance-to-ai-action

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.