# Profisee: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/profisee

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 33 | 0% | 6 |

## 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 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Profisee, from 21 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- techrepublic.com: 14
- erstudio.com: 6
- g2.com: 6
- guideflow.com: 6
- semarchy.com: 6
- estuary.dev: 5
- improvado.io: 5
- research.oz.spotlightar.com: 5
- barc.com: 4
- gane.ai/index: 4

### Pages cited

- https://techrepublic.com/article/best-data-management-software: 14
- https://guideflow.com/blog/data-management-platform: 6
- https://semarchy.com/blog/top-master-data-management-solutions-compared: 6
- https://estuary.dev/blog/data-management-tools: 5
- https://improvado.io/blog/enterprise-data-management-tools: 5
- https://research.oz.spotlightar.com/reports/forrester-wave-enterprise-data-fabric-q1-2024/leaders: 5
- https://rivery.io/data-learning-center/top-data-management-tools: 4
- https://softwareworld.co/data-management-platforms/comparison: 4

## In its own words

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

- Positioning: Enterprise Master Data Management; an AI-accelerated MDM platform (https://profisee.com/)
- For: business users (https://profisee.com/)
- Price stated: No-Surprise Pricing (https://profisee.com/pricing)
- Certifications: SOC 2, HIPAA, HITECH, ISO 27001, ISA/CVA
- Hosting: Microsoft Azure in regional pairs
- Customers named: Lexmark, Mass General Brigham, Rheem, YMCA of the USA, Domino's, GAP, Nestle Purina

## What it publishes

Every page profisee.com exposes, read 2026-09-29: 708 addresses. By kind, pages and the last 90 days:

- blog: 254 pages, 7 in the last 90 days, latest 2026-08-31
- case study: 39 pages, 0 in the last 90 days, latest 2025-11-19
- conference or event: 113 pages, 12 in the last 90 days, latest 2026-09-22
- comparison: 18 pages, 0 in the last 90 days, latest 2025-12-12
- glossary or explainer: 9 pages, 0 in the last 90 days, latest 2026-03-10
- podcast or video: 116 pages, 6 in the last 90 days, latest 2026-09-18
- news or press: 29 pages, 4 in the last 90 days, latest 2026-08-26
- Recent: 2026-09-22 conference or event: Data innovation summit mea 2026 https://profisee.com/event/data-innovation-summit-mea-2026/
- Recent: 2026-09-18 podcast or video: Why data teams are a tax on the business https://profisee.com/podcast/why-data-teams-are-a-tax-on-the-business
- Recent: 2026-09-15 conference or event: Cdo magazine nashville roundtable exchange https://profisee.com/event/cdo-magazine-nashville-roundtable-exchange/
- Recent: 2026-09-14 conference or event: From batch to real time unlocking high volume mdm with profisee anz https://profisee.com/event/from-batch-to-real-time-unlocking-high-volume-mdm-with-profisee-anz
- Recent: 2026-09-14 conference or event: From batch to real time unlocking high volume mdm with profisee emea https://profisee.com/event/from-batch-to-real-time-unlocking-high-volume-mdm-with-profisee-emea
- Recent: 2026-09-10 conference or event: Ai just changed mdm 10 minutes to mastered data anz https://profisee.com/event/ai-just-changed-mdm-10-minutes-to-mastered-data-anz

## Record

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