Every category where a model named Docebo 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	2%	10 of 81	37%	41	criticized challenger
Sales coaching and training	Sales	0%	30 of 124	0%	5	under 10 labels · led by SalesHood at 27%

Movement

This is the first edition on this tier, so no move can be computed for Docebo 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 Docebo 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	0	1	2	0	3
GPT-5.4 mini	1	2	1	0	4
Gemini 3.5 Flash	0	1	0	1	2
Perplexity Sonar	0	4	0	2	6
Grok 4.1 Fast	0	2	1	2	5
Mistral Small	0	1	0	1	2
DeepSeek V4 Flash	0	1	3	3	7
Llama 4 Maverick	0	0	2	0	2
Qwen 3.7 Flash	0	1	0	2	3
Kimi K2	0	2	2	2	6
GLM 4.7 FlashX	0	1	0	2	3
MiniMax M2.5	0	0	3	0	3

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

Direct23 labels4

Paraphrase22 labels3

Comparative37 labels1not counted in share

Budget-constrained22 labels1

Scale-constrained15 labels2

Negative29 labels1not counted in share

First choiceAlternativeMentionNegative148 labels in all, every segment counted; 10 of the 12 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.

“my default pick is Docebo if you want a platform that can scale customer training, partner enablement, and analytics in one system” GPT-5.4 mini · Customer education · direct prompt · first choice

“better for larger mid-market organizations that want AI-driven automation and can tolerate more enterprise complexity” Perplexity Sonar · Customer education · paraphrase prompt · alternative

“Choose Docebo if: You need one platform for employees, customers, and partners with AI-powered features.” Kimi K2 · Customer education · comparative prompt · alternative

“Choose Mindtickle or Docebo if your priority is sales readiness, onboarding, and certification” Perplexity Sonar · Sales coaching · comparative 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.

“### Docebo - Major red flag: Frequent bugs in beta releases that affect stability” GLM 4.7 FlashX · Customer education · negative prompt · hard negative

“Enterprise platforms (Skilljar, Thought Industries, Docebo): Start at $25,000+/year” Kimi K2 · Customer education · budget prompt · hard negative

“Avoid enterprise tools (Skilljar, Docebo, LearnUpon, Thought Industries)” DeepSeek V4 Flash · Customer education · budget prompt · hard negative

“Docebo is described as powerful for large enterprise use, but one source cites recurring complaints that new features are released in beta and can be buggy.” Perplexity Sonar · Customer education · negative prompt · soft negative

Named alongside

The products named in the same answers as Docebo, over the 148 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Docebo was named but was not.

ProductSame answerTook the first choice insteadHead to head

Skilljar109 of 14833Not in the top three

Thought Industries83 of 1483Not in the top three

LearnUpon72 of 1486Not in the top three

TalentLMS68 of 14824Not in the top three

LearnWorlds60 of 14816Not in the top three

WorkRamp54 of 1481Not in the top three

Absorb LMS46 of 1481Not in the top three

Intellum45 of 1487Not in the top three

Thinkific33 of 1485Not in the top three

Teachfloor31 of 1481Not 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 Docebo. 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 29 of the 148 answers that named Docebo and are not a share of its labels.

Domains cited

minicoursegenerator.com14

docebo.comYour site13

meltingspot.io13

easywebinar.com12

thinkific.com12

g2.com11

teachfloor.com11

continu.com10

dupple.com10

toolradar.com10

103 of the 116 domain citations in answers naming Docebo came from somebody else's page.

Pages cited

minicoursegenerator.com/blog/best-customer-education-platforms14

meltingspot.io/en/blog/top-customer-education-platforms13

easywebinar.com/blog/customer-education-platform12

teachfloor.com/blog/best-customer-education-platforms11

dupple.com/learn/best-customer-education-platforms10

toolradar.com/guides/best-customer-education-platforms10

continu.com/software/best-customer-training-software8

thinkific.com/blog/best-customer-education-platforms8

Pages are listed as the models cited them.

The company

DoceboLMS is the company behind Docebo.

Website: docebo.com

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata

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 Docebo'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 Docebo, 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 docebo.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.