# CluedIn: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/cluedin

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 13 | 0% | 7 |

## What the models said for it

- "Offers a free tier (one of the few MDM platforms that does)" (DeepSeek V4 Flash, Master data)
- "Azure-native with strong Microsoft integration" (GLM 4.7 FlashX, Master data)
- "The Modern/Azure Native Choice: CluedIn" (Qwen 3.7 Flash, Master data)

## 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named CluedIn, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- atrocore.com: 8
- profisee.com: 7
- softwareadvice.com: 7
- cluedin.com: 5 (its own site)
- erpresearch.com: 5
- geopostcodes.com: 4
- research.isg-one.com: 4
- semarchy.com: 4
- capterra.co.uk: 3
- capterra.com: 3

### Pages cited

- https://profisee.com/30-best-master-data-management-tools: 5
- https://atrocore.com/en/blog/best-master-data-management-software: 4
- https://geopostcodes.com/blog/comparison-master-data-management-tools: 4
- https://softwareadvice.com/master-data-management/small-business: 4
- https://atrocore.com/en/blog/best-master-data-management-tools: 3
- https://atrocore.com/en/blog/master-data-management-tools: 3
- https://cluedin.com/resources/articles/top-mdm-tools-data-governance: 3
- https://dev.to/jerome_urbain/comparison-of-popular-enterprise-master-data-management-tools-mdms-1eh6: 3

## 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, 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://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.