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Index › Products › SkyPrep · September 2026 Edition

2 categories · Named, not ranked

SkyPrep

11Judge labels

0First choices

1Negative labels

7 of 12Models named it

2Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.3, every buyer segment counted.

Standing

5 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. SkyPrep was named 5 times in Learning management syst and 1 other category, where TalentLMS led with 48%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business19 of 63

under the label threshold

Mid-market55 of 74

under the label threshold

Enterprisenot named

No model named it for this buyer.

In learning management syst · 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 SkyPrep 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
Learning management systems	Learning and development	0%	55 of 74	33%	3	under 10 labels · led by TalentLMS at 48%
Compliance training	Learning and development	0%	30 of 79	0%	2	under 10 labels · led by Traliant at 22%

Movement

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

By model

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

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

Paraphrase1 labelNone

Comparative5 labelsNone

Budget-constrained2 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative11 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.

“SkyPrep — Best for Simple Mid-Market Compliance” Kimi K2 · Compliance training · direct prompt · alternative

“Good middle-ground option for mid-sized teams” MiniMax M2.5 · Learning management syst · paraphrase 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.

“Described as budget-conscious, but usually less budget-friendly than TalentLMS.” Perplexity Sonar · Learning management syst · budget prompt · soft negative

Named alongside

The products named in the same answers as SkyPrep, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SkyPrep was named but was not.

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ProductSame answerTook the first choice insteadHead to head

TalentLMS9 of 115Not among the top eight

360Learning4 of 110Not among the top eight

Absorb LMS3 of 110Not among the top eight

Coggno3 of 110Not among the top eight

Connecteam3 of 110Not among the top eight

iSpring Learn3 of 110Not among the top eight

BizLibrary2 of 112Not among the top eight

LearnUpon2 of 111Not among the top eight

CoreCompliance2 of 110Not among the top eight

ProProfs Training Maker2 of 110Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 SkyPrep. 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 11 of the 11 answers that named SkyPrep and are not a share of its labels.

Domains cited

forbes.com6

peoplemanagingpeople.com6

goskills.com5

valamis.com5

coggno.com4

theworkademy.com4

proprofstraining.com3

absorblms.com2

arlo.co2

bizlibrary.com2

Thirty-nine of the thirty-nine domain citations in answers naming SkyPrep came from somebody else's page.

Pages cited

forbes.com/advisor/business/the-best-learning-management-systems6

goskills.com/resources/best-lms-compared4

peoplemanagingpeople.com/tools/best-lms-for-small-business4

valamis.com/blog/best-compliance-training-software4

goskills.com/resources/affordable-lms3

peoplemanagingpeople.com/tools/best-learning-management-system3

absorblms.com/blog/best-online-compliance-training2

arlo.co/blog/top-compliance-training-software2

Pages are listed as the models cited them.

Follow SkyPrep

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

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 SkyPrep'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 SkyPrep, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

With a new claim: the vendor brief

A new claim receives the current edition's vendor brief for SkyPrep by email, built from the raw record of the edition. It shows:

where SkyPrep is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name SkyPrep, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.

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 skyprep.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.