GTM AI Index

Index › Vendors › Mini Course Generator · September 2026 Edition

1 category · Named, not ranked

Mini Course Generator

19Judge labels

0First choices

0Negative labels

8 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.

Standing

8 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Mini Course Generator was named 8 times in Customer education, where TalentLMS led with 33%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business10 of 79

under the label threshold

Mid-market15 of 81

under the label threshold

Enterprise25 of 54

under the label threshold

In customer education · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Mini Course Generator 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
Customer education and LMS	Customer	0%	15 of 81	0%	8	under 10 labels · led by TalentLMS at 33%

Movement

This is the first edition on this tier, so no move can be computed for Mini Course Generator yet. The next is due October 1, 2026. 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 Mini Course Generator across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

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

Direct3 labelsNone

Paraphrase0 labelsNone

Comparative11 labelsNone

Budget-constrained1 labelNone

Scale-constrained2 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative19 labels in all, every segment counted; 0 of the 0 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.

“Choose TalentLMS or Mini Course Generator if: Budget and speed-to-launch matter more than enterprise features.” Kimi K2 · Customer education · comparative prompt · alternative

“these lightweight tools let you embed micro-courses, interactive walkthroughs” Gemini 3.5 Flash · Customer education · comparative prompt · alternative

“For embed-first, low-friction micro-courses: Mini Course Generator” GLM 4.7 FlashX · Customer education · comparative prompt · alternative

“Free start, embed-first approach, no complex implementation” Kimi K2 · Customer education · negative prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as Mini Course Generator, over the 19 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Mini Course Generator was named but was not.

ProductSame answerTook the first choice insteadHead to head

TalentLMS17 of 199Not in the top three

LearnWorlds17 of 197Not in the top three

Skilljar17 of 194Not in the top three

Docebo14 of 190Not in the top three

LearnUpon14 of 190Not in the top three

Thought Industries13 of 190Not in the top three

Trainn12 of 190Not in the top three

Teachfloor9 of 190Not in the top three

Absorb LMS8 of 190Not in the top three

Intellum8 of 190Not 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 Mini Course Generator. 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 1 of the 19 answers that named Mini Course Generator and are not a share of its labels.

Domains cited

app-learning.com1

cloudshare.com1

disco.co1

learnworlds.com1

meltingspot.io1

minicoursegenerator.comYour site1

userpilot.com1

Six of the seven domain citations in answers naming Mini Course Generator came from somebody else's page.

Pages cited

app-learning.com/blog/best-customer-education-platforms1

cloudshare.com/blog/best-customer-education-software1

disco.co/blog/best-customer-education-platform1

learnworlds.com/blog/category/customer-education/customer-education-platforms1

meltingspot.io/en/blog/top-customer-education-platforms1

minicoursegenerator.com/blog/best-customer-education-platforms1

userpilot.com/blog/customer-success-tools1

Pages are listed as the models cited them.

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 Mini Course Generator'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 Mini Course Generator, 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 minicoursegenerator.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.