# Udemy Business: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 99 judge labels across 5 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/udemy-business

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Online course libraries](https://www.gane.ai/index/hr/learning/online-course-libraries/index.md) | 40% | 1 | 13% | 68 |
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 32 | 33% | 18 |
| [Learning experience platforms](https://www.gane.ai/index/hr/learning/learning-experience-platforms/index.md) | 0% | 16 | 18% | 11 |
| [Coaching platforms](https://www.gane.ai/index/hr/learning/coaching-platforms/index.md) | 0% | 114 | 0% | 1 |
| [Mentoring software](https://www.gane.ai/index/hr/learning/mentoring-software/index.md) | 0% | 73 | 100% | 1 |

## What the models said for it

- "For most mid-sized B2B firms starting out with a content subscription, Udemy Business gives the best mix of catalog breadth, hands-on technical projects, cohort/leadership options and scalable pricing." (Muse Glimmer 30B, Online course libraries)
- "If you want a single budget-friendly "safe bet": Udemy Business offers the best balance of tech, data, business, and certification content" (Gemini 3.5 Flash, Online course libraries)
- "the most common mid-market B2B default is Udemy Business for breadth/price or LinkedIn Learning for brand-recognized professional skills" (Muse Glimmer 30B, Online course libraries)
- "This is generally the most popular choice for mid-market B2B companies due to its sheer volume of content and flexibility." (Qwen 3.7 Flash, Online course libraries)

## And against it

- "Generic online coaching marketplaces (e.g., those on Udemy, Fiverr, or freelance sites for "business mentors"): Quality varies wildly; many sellers lack expertise and push upsells." (Grok 4.20, Mentoring software)
- "recommended to be approached with caution or avoided entirely due to its inconsistent content quality and cost" (Llama 4 Maverick, Online course libraries)
- "Be cautious with outdated or deprecated libraries commonly featured in older online courses (especially pre-2020 Python, data science, ML, or finance tutorials on platforms like Udemy, Coursera, or edX)." (Grok 4.20, Online course libraries)
- "Udemy Business is repeatedly labeled "Open Marketplaces (High Caution Required) ... Examples: Udemy, Skillshare... there is no filter between experts and novices"" (Muse Glimmer 30B, Online course libraries)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 3 | 1 | 7 |
| GPT-5.4 mini | 3 | 1 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 1 | 4 | 2 | 1 | 8 |
| Perplexity Sonar | 2 | 3 | 2 | 2 | 9 |
| Grok 4.20 | 1 | 4 | 1 | 3 | 9 |
| Mistral Small | 2 | 2 | 3 | 0 | 7 |
| DeepSeek V4 Flash | 2 | 5 | 1 | 2 | 10 |
| Llama 4 Maverick | 2 | 0 | 1 | 1 | 4 |
| Qwen 3.7 Flash | 2 | 2 | 2 | 1 | 7 |
| Kimi K2 | 1 | 3 | 1 | 3 | 8 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 2 | 6 |
| MiniMax M2.5 | 1 | 2 | 5 | 0 | 8 |
| GPT-6 Luna | 1 | 3 | 0 | 0 | 4 |
| Muse Glimmer 30B | 3 | 1 | 1 | 2 | 7 |

## Sources returned with these answers

The sites and pages cited by the answers that named Udemy Business, from 235 of the 271 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 103
- goskills.com: 74
- linkedin.com: 53
- business.udemy.com: 45 (its own site)
- capterra.com: 41
- gamestrategies.io: 39
- learnworlds.com: 39
- proprofstraining.com: 39
- coursera.org: 37
- gane.ai/index: 30

### Pages cited

- https://linkedin.com/pulse/corporate-learning-platforms-small-teams-practical-guide-vlad-levinas-xxsdf: 26
- https://goskills.com/resources/udemy-business-alternatives: 24
- https://learnworlds.com/blog/business/online-learning-platforms: 24
- https://goskills.com/resources/learning-experience-platforms: 23
- https://g2.com/products/coursera-for-business/competitors/alternatives: 21
- https://learningrevolution.net/learning-management-system-for-small-business: 19
- https://business.udemy.com/: 18
- https://companylms.com/alternatives/udemy-business-pricing: 18

## In its own words

What Udemy Business's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Top companies choose Udemy Business to build in-demand career skills. (https://udemy.com/)
- For: companies (https://udemy.com/)
- Certifications: ISO 27001, SOC 2 Type II, SOX
- Customers named: Ericsson, Arm, Analog Devices, Glassdoor, Genpact, Tata Consultancy Services, Aflac, Fender

## What it publishes

Every page udemy.com exposes, read 2026-09-29: 1765 addresses. By kind, pages and the last 90 days:

- blog: 1588 pages, 0 in the last 90 days, latest undated
- case study: 2 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 94 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 59 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated

## 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.