Master data management · RankedProfisee MDM
Profisee MDM is a master data management product from Profisee · profisee.com ↗
Strongest at mid-market, contested with AtroCore MDM. Ranked 3 of 102 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Pimcore is first at 29%.
Ranked first, contested: AtroCore MDM has 23%. 8 of 14 models made it the first choice when asked directly.
Informatica MDM is first at 46%.
Why models recommend it
“I'd recommend starting with Profisee if you use Microsoft technologies, or Semarchy xDM if you need more flexible deployment options”GLM 4.7 FlashX · Direct question · first choice
“I'd suggest starting your evaluation with Profisee if you're Microsoft-aligned or want the fastest time-to-value at mid-market pricing”Kimi K2 · Paraphrase question · first choice
“Profisee MDM stands out as the clear leader, with 41% of first-choice recommendations specifically for mid-market B2B companies”Mistral Small · Direct question · first choice
“Choose Profisee if you are heavily invested in Microsoft (Azure/Fabric) and need a fast, flexible implementation.”Qwen 3.7 Flash · Comparative question · first choice
What gives them pause
“some users say implementation complexity and cost can be a barrier”GPT-5.4 mini · Negative question · warning
Also on the shortlist
The products named in the same answers as Profisee MDM, over the 159 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 126 | 26 | Compare → | |
| 119 | 10 | Compare → | |
| 94 | 6 | Compare → | |
| 82 | 0 | View → | |
| 73 | 1 | View → | |
| 72 | 22 | Compare → | |
| 57 | 15 | Compare → | |
| 54 | 0 | View → | |
| 42 | 2 | View → | |
| 35 | 0 | View → |
What the models named instead of Profisee MDM →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Profisee MDM's own site, not checked by Gane.
- For
- business users
- Certifications
- HIPAA, HITECH, SOC 2 Type I, ISO 27001
- Hosting
- Hosted in Azure by Profisee, Azure, AWS, GCP, any cloud, Microsoft Azure in regional pairs, EEA
- Customers named
- Lexmark, Mass General Brigham, Rheem, YMCA of the USA, Domino's, GAP, Nestle Purina
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 148 of the 159 answers that named Profisee MDM and are not a share of its labels.
Domains cited
417 of the 522 domain citations in answers naming Profisee MDM came from a third party's page. Thirty-one were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 2 | 2 | 1 | 0 | 5 |
| Perplexity Sonar | 1 | 2 | 1 | 0 | 4 |
| Grok 4.20 | 1 | 3 | 1 | 0 | 5 |
| Mistral Small | 3 | 1 | 1 | 0 | 5 |
| DeepSeek V4 Flash | 2 | 4 | 0 | 0 | 6 |
| Llama 4 Maverick | 0 | 1 | 3 | 0 | 4 |
| Qwen 3.7 Flash | 2 | 3 | 0 | 0 | 5 |
| Kimi K2 | 2 | 3 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 3 | 2 | 0 | 0 | 5 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 1 | 3 | 0 | 0 | 4 |
| Muse Glimmer 30B | 2 | 1 | 1 | 0 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 254 | 7 | 2026-08-31 | ||
| Podcast or video | 116 | 6 | 2026-09-18 | ||
| Conference or event | 113 | 12 | 2026-09-22 | ||
| Case study | 39 | 0 | 2025-11-19 | ||
| News or press | 29 | 4 | 2026-08-26 | ||
| Comparison | 18 | 0 | 2025-12-12 | ||
| Glossary or explainer | 9 | 0 | 2026-03-10 |
Most recent
- 2026-09-22Data innovation summit mea 2026 conference or event
- 2026-09-18Why data teams are a tax on the business podcast or video
- 2026-09-15Cdo magazine nashville roundtable exchange conference or event
- 2026-09-14From batch to real time unlocking high volume mdm with profisee anz conference or event
- 2026-09-14From batch to real time unlocking high volume mdm with profisee emea conference or event
- 2026-09-10Ai just changed mdm 10 minutes to mastered data anz conference or event
How it is countedHide how it is counted
Every page profisee.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.