# Mentor Collective: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/mentor-collective

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Mentoring software](https://www.gane.ai/index/hr/learning/mentoring-software/index.md) | 0% | 40 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 Mentor Collective, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- adplist.org: 1
- brancher.com.au: 1
- chronus.com: 1
- group.app: 1
- guideflow.com: 1
- mentornity.com: 1
- peoplemanagingpeople.com: 1
- qooper.io: 1
- rankite.com: 1
- softwareworld.co: 1

### Pages cited

- https://adplist.org/guides/best-mentorship-platforms: 1
- https://brancher.com.au/blog/best-mentoring-software: 1
- https://chronus.com/blog/top-mentoring-platforms: 1
- https://group.app/blog/mentorship-platforms: 1
- https://guideflow.com/blog/mentoring-software: 1
- https://mentornity.com/compare/best-mentoring-software: 1
- https://peoplemanagingpeople.com/tools/best-mentoring-software: 1
- https://qooper.io/blog/mentoring-platforms-for-large-companies-and-global-organizations: 1

## In its own words

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

- Positioning: AI-powered mentorship platform that scales human connection to drive retention, belonging, and career mobility. (https://mentorcollective.org/)
- For: higher education and workforce organizations (https://mentorcollective.org/)
- Customers named: University of North Carolina at Charlotte, Florida Atlantic University, Saddleback College

## What it publishes

Every page mentorcollective.org exposes, read 2026-10-05: 175 addresses. By kind, pages and the last 90 days:

- blog: 133 pages, 5 in the last 90 days, latest 2026-10-05
- case study: 3 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest 2026-02-12
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-05 blog: Mc launches flash mentoring close career readiness gap in higher ed https://www.mentorcollective.org/blog/mc-launches-flash-mentoring-close-career-readiness-gap-in-higher-ed
- Recent: 2026-10-02 blog: Closing the transfer gap how utsa and northwest vista college built a data driven transfer mentorship pipeline https://www.mentorcollective.org/blog/closing-the-transfer-gap-how-utsa-and-northwest-vista-college-built-a-data-driven-transfer-mentorship-pipeline
- Recent: 2026-08-27 blog: Alumni mentorship creating a pathway for reaching fundraising goals https://www.mentorcollective.org/blog/alumni-mentorship-creating-a-pathway-for-reaching-fundraising-goals
- Recent: 2026-08-27 blog: Taking the reins https://www.mentorcollective.org/blog/taking-the-reins
- Recent: 2026-07-29 blog: Proving what works https://www.mentorcollective.org/blog/proving-what-works
- Recent: 2026-06-26 blog: Redefining institutional scale https://www.mentorcollective.org/blog/redefining-institutional-scale

## Record

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