Every category where a model named Coggno 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
Compliance training	Learning and development	12%	4 of 80	0%	21	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Coggno 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 Coggno across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

Direct12 labels1

Paraphrase13 labels2

Comparative11 labelsNone

Budget-constrained26 labels12

Scale-constrained4 labels1

Negative4 labels2not counted in share

First choiceAlternativeMentionNegative70 labels in all, every segment counted; 16 of the 18 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.

“1. Coggno: Provides 10,000+ pre-built compliance courses, HRIS sync, and state-specific harassment versions in a single per-seat subscription.” Llama 4 Maverick · Compliance training · direct prompt · first choice

“If you have zero budget for software and just need to buy a few specific compliance courses: Go with Coggno.” Gemini 3.5 Flash · Compliance training · budget prompt · first choice

“Coggno gives you the best combination of price, ready-made content, and essential reporting features.” MiniMax M2.5 · Compliance training · budget prompt · first choice

“Coggno stands out as an excellent choice for budget-conscious companies.” Claude Haiku 4.5 · Compliance training · budget 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.

No model argued against it.

Named alongside

The products named in the same answers as Coggno, over the 70 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Coggno was named but was not.

ProductSame answerTook the first choice insteadHead to head

EasyLlama38 of 7011Not in the top three

TalentLMS33 of 709Not in the top three

Traliant24 of 709Not in the top three

NAVEX19 of 705Not in the top three

Absorb LMS17 of 701Not in the top three

Cornerstone OnDemand14 of 700Not in the top three

BizLibrary13 of 706Not in the top three

iSpring Learn11 of 700Not in the top three

Emtrain10 of 702Not in the top three

SC Training10 of 701Not 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 Coggno. 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 66 of the 70 answers that named Coggno and are not a share of its labels.

Domains cited

coggno.comYour site64

valamis.com33

compliquest.com27

bizlibrary.com24

continu.com20

konstantly.com18

trainual.com17

mitratech.com16

expertinsights.com14

emtrain.com13

182 of the 246 domain citations in answers naming Coggno came from somebody else's page.

Pages cited

valamis.com/blog/best-compliance-training-software33

coggno.com/blog/10-best-compliance-lms-platforms-for-202622

continu.com/software/best-compliance-training-software19

konstantly.com/blog/compliance-training-software-comparison18

bizlibrary.com/blog/compliance-safety/best-compliance-training-software-comparison16

mitratech.com/resource-hub/blog/top-5-hr-compliance-training-vendors-for-small-to-medium-s16

compliquest.com/en/blog/best-compliance-training-platforms-compared-202615

expertinsights.com/compliance/top-compliance-training-solutions14

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 Coggno'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 Coggno, 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 coggno.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.