Every category where a model named Udemy Business for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Online course libraries	Learning and development	32%	1 of 73	11%	47	endorsed leader
Learning experience platforms	Learning and development	2%	12 of 80	40%	15	criticized challenger
Skills intelligence	Performance and talent management	0%	119 of 162	35%	17	criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Udemy Business yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Udemy Business across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	0	3	0	4
GPT-5.4 mini	2	1	2	0	5
Gemini 3.5 Flash	2	1	3	2	8
Perplexity Sonar	0	2	2	1	5
Grok 4.1 Fast	2	1	4	3	10
Mistral Small	2	0	3	2	7
DeepSeek V4 Flash	1	3	3	1	8
Llama 4 Maverick	1	0	3	2	6
Qwen 3.7 Flash	0	3	3	3	9
Kimi K2	2	3	0	0	5
GLM 4.7 FlashX	0	0	4	1	5
MiniMax M2.5	1	2	2	2	7

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct34 labels13

Paraphrase23 labels6

Comparative58 labels6not counted in share

Budget-constrained28 labels11

Scale-constrained12 labels3

Negative44 labelsNone

First choiceAlternativeMentionNegative199 labels in all, every segment counted; 33 of the 39 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Udemy Business and LinkedIn Learning are the two industry-leading recommendations for mid-market B2B organizations” Gemini 3.5 Flash · Online course libraries · paraphrase prompt · first choice

“Udemy is particularly good if you need variety at minimal cost - you can purchase individual courses for employees” Claude Haiku 4.5 · Online course libraries · budget prompt · first choice

“Udemy for Business is often considered one of the best online course libraries for employee training” Mistral Small · Online course libraries · budget prompt · first choice

“Udemy Business is likely your best choice because: Designed for mid-market scale and budget” Kimi K2 · Online course libraries · direct prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Platforms with Notable Issues ... Udemy - Problems reported: Frequent website crashes, slow loading times, videos failing to play during lessons” MiniMax M2.5 · Learning experience plat · negative prompt · hard negative

“Some reviewers suggest that Udemy is not worth paying for unless you carefully vet each course yourself.” Mistral Small · Skills intelligence · negative prompt · hard negative

“the reviewer warns that it does no vetting of instructors, so course quality can vary widely” Perplexity Sonar · Learning experience plat · negative prompt · hard negative

“Platforms like Udemy or Alison are huge marketplaces. While they contain gems, they also host thousands of abandoned, outdated courses.” Qwen 3.7 Flash · Skills intelligence · negative prompt · soft negative

Named alongside

The products named in the same answers as Udemy Business, over the 195 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Udemy Business was named but was not.

ProductSame answerTook the first choice insteadHead to head

LinkedIn Learning155 of 19523Compare →

Coursera for Business110 of 19510Not in the top three

Skillsoft Percipio55 of 1952Not in the top three

Pluralsight52 of 1952Not in the top three

Docebo47 of 1954Not in the top three

TalentLMS40 of 1953Compare →

360Learning38 of 1952Not in the top three

GoSkills33 of 19516Not in the top three

Cornerstone OnDemand33 of 1951Not in the top three

Degreed30 of 1959Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Udemy Business. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 154 of the 195 answers that named Udemy Business and are not a share of its labels.

Domains cited

g2.com66

goskills.com57

goodhabitz.com52

linkedin.com48

proprofstraining.com43

docebo.com38

business.linkedin.com35

elearningindustry.com35

learn.g2.com31

peoplemanagingpeople.com29

434 of the 434 domain citations in answers naming Udemy Business came from somebody else's page.

Pages cited

goodhabitz.com/resources/blog/elearning-content-providers33

goskills.com/resources/learning-experience-platforms30

business.linkedin.com/learn/compare-plans28

goodhabitz.com/resources/blog/best-online-learning-platforms-for-professional-team-develop28

linkedin.com/pulse/corporate-learning-platforms-small-teams-practical-guide-vlad-levinas-x27

ispringsolutions.com/blog/the-15-best-off-the-shelf-elearning-content-providers25

learnworlds.com/blog/business/online-learning-platforms21

simplilearn.com/best-online-learning-platforms-for-enterprises-article21

Pages are listed as the models cited them.

Names read as Udemy Business

What the judge wrote, as written, with how often. The vendor table decides that these count as Udemy Business; a claim can dispute any of them.

Udemy 32Udemy for Business 6Go1 / Udemy Business 1Udemy Business (Team) 1Udemy for Business (Team Plan) 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Udemy Business's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Udemy Business, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at udemy.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.