# Semarchy Data Platform: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/semarchy-data-platform

## 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) | 4% | 6 | 0% | 2 |

## What the models said for it

- "my default recommendation would be Semarchy Data Platform or Ataccama ONE MDM" (GPT-5.4 mini, Master data)
- "Semarchy is the best default choice." (GPT-5.4 mini, Master data)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 2 | 0 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Semarchy Data Platform, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 2
- akeneo.com: 1
- g2.com: 1
- pimcore.com: 1
- profisee.com: 1
- semarchy.com: 1 (its own site)

### Pages cited

- https://gartner.com/reviews/market/master-data-management-solutions: 2
- https://akeneo.com/b2b-manufacturing: 1
- https://g2.com/categories/master-data-management-mdm/enterprise: 1
- https://gartner.com/en/documents/7683461: 1
- https://gartner.com/reviews/market/mdm-customer-data-solutions: 1
- https://gartner.com/reviews/market/product-information-management-solutions: 1
- https://pimcore.com/en/products/edition/community: 1
- https://profisee.com/start-here: 1

## In its own words

What Semarchy Data Platform's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Build, manage and deliver intelligent data products for teams, agents and apps (https://semarchy.com/)
- For: teams, agents and apps (https://semarchy.com/)
- Free plan or trial: Free Trial (https://semarchy.com/)
- Hosting: SaaS, self-hosted on cloud (AWS, Azure, Snowflake), on-premises, natively inside Snowflake or Microsoft Fabric
- Customers named: Rexel USA, Chipotle, Aais, National Student Clearinghouse, Sanofi, Elsevier, Brown-Forman, Dentsu

## What it publishes

Every page semarchy.com exposes, read 2026-09-29: 1546 addresses. By kind, pages and the last 90 days:

- blog: 397 pages, 3 in the last 90 days, latest 2026-09-21
- case study: 54 pages, 0 in the last 90 days, latest 2025-12-18
- webinar or virtual event: 17 pages, 0 in the last 90 days, latest 2025-12-02
- conference or event: 19 pages, 0 in the last 90 days, latest 2025-01-31
- report or ebook: 112 pages, 0 in the last 90 days, latest 2026-01-29
- comparison: 15 pages, 0 in the last 90 days, latest 2025-12-17
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 17 pages, 0 in the last 90 days, latest 2026-06-10
- podcast or video: 70 pages, 0 in the last 90 days, latest undated
- news or press: 191 pages, 0 in the last 90 days, latest 2025-03-12
- Recent: 2026-09-21 blog: How native mdm addresses snowflake challenges https://semarchy.com/blog/how-native-mdm-addresses-snowflake-challenges
- Recent: 2026-09-16 blog: An introduction to data products https://semarchy.com/blog/an-introduction-to-data-products
- Recent: 2026-09-16 blog: How to design trusted scalable data products https://semarchy.com/blog/how-to-design-trusted-scalable-data-products
- Recent: 2026-06-30 blog: Trusted retail data products in snowflake https://semarchy.com/blog/trusted-retail-data-products-in-snowflake
- Recent: 2026-06-30 blog: Manufacturing leaders turning snowflake data into trusted data products https://semarchy.com/blog/manufacturing-leaders-turning-snowflake-data-into-trusted-data-products
- Recent: 2026-06-10 glossary or explainer: What is a semantic data model https://semarchy.com/blog/what-is-a-semantic-data-model

## 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.