Master data management · Named, not rankedSemarchy Data Platform
Semarchy Data Platform is a master data management (MDM) software product from Semarchy · semarchy.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Semarchy Data Platform has 2.
Why models recommend it
“my default recommendation would be Semarchy Data Platform or Ataccama ONE MDM”GPT-5.4 mini · Paraphrase question · first choice
“Semarchy is the best default choice.”GPT-5.4 mini · Direct question · first choice
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Semarchy Data Platform, over the 3 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Semarchy Data Platform's own site, not checked by Gane.
- For
- teams, agents and apps
- Free plan or trial
- Free Trial
- 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
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 3 of the 3 answers that named Semarchy Data Platform and are not a share of its labels.
Domains cited
Six of the seven domain citations in answers naming Semarchy Data Platform 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 | 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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 397 | 3 | 2026-09-21 | Data warehouses | |
| News or press | 191 | 0 | 2025-03-12 | ||
| Report or ebook | 112 | 0 | 2026-01-29 | Data warehouses | |
| Podcast or video | 70 | undated | |||
| Case study | 54 | 0 | 2025-12-18 | ||
| Conference or event | 19 | 0 | 2025-01-31 | ||
| Webinar or virtual event | 17 | 0 | 2025-12-02 | ||
| Glossary or explainer | 17 | 0 | 2026-06-10 | ||
| Comparison | 15 | 0 | 2025-12-17 | ||
| Template or tool | 2 | undated |
Most recent
- 2026-09-21How native mdm addresses snowflake challenges blog
- 2026-09-16An introduction to data products blog
- 2026-09-16How to design trusted scalable data products blog
- 2026-06-30Trusted retail data products in snowflake blog
- 2026-06-30Manufacturing leaders turning snowflake data into trusted data products blog
- 2026-06-10What is a semantic data model glossary or explainer
How it is countedHide how it is counted
Every page semarchy.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.