Every category where a model named UKG Pro Workforce Management 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
Workforce management suites	Core HR and payroll	0%	93 of 95	100%	2	under 10 labels · led by ADP Workforce Now at 19%

Movement

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

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

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

Direct10 labels7

Paraphrase7 labels7

Comparative6 labels2not counted in share

Budget-constrained2 labels2

Scale-constrained0 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative30 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.

No positive label carried a quote.

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.

“Common pitfalls: Poor customer support (endless tickets), steep learning curve, not intuitive” Grok 4.1 Fast · Workforce management sui · negative prompt · hard negative

“incredibly complex to configure... Extremely poor mobile app experiences” Gemini 3.5 Flash · Workforce management sui · negative prompt · soft negative

Named alongside

The products named in the same answers as UKG Pro Workforce Management, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and UKG Pro Workforce Management was named but was not.

ProductSame answerTook the first choice insteadHead to head

Dayforce15 of 301Not in the top three

Workday Workforce Management11 of 301Not in the top three

Deputy8 of 300Not in the top three

ADP WorkForce Suite6 of 300Not in the top three

Rippling6 of 300Not in the top three

Homebase5 of 301Not in the top three

When I Work5 of 301Not in the top three

Workday5 of 300Not in the top three

Connecteam4 of 300Not in the top three

Legion WFM4 of 300Not 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 UKG Pro Workforce Management. 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 23 of the 30 answers that named UKG Pro Workforce Management and are not a share of its labels.

Domains cited

guideflow.com12

peoplemanagingpeople.com12

cio.economictimes.indiatimes.com10

learn.g2.com10

worldmetrics.org10

ukg.comYour site9

g2.com7

gartner.com7

hr.software6

softwareadvice.com6

Eighty of the eighty-nine domain citations in answers naming UKG Pro Workforce Management came from somebody else's page.

Pages cited

cio.economictimes.indiatimes.com/amp/tools/10-best-workforce-management-software-for-enter10

peoplemanagingpeople.com/tools/best-workforce-management-software6

hr.software/reviews/ukg-pro-wfm5

learn.g2.com/employee-scheduling-tools5

peoplemanagingpeople.com/tools/best-enterprise-workforce-management-software5

guideflow.com/blog/workforce-scheduling-software4

learn.g2.com/best-workforce-management-software4

spotsaas.com/blog/10-best-workforce-management-software4

Pages are listed as the models cited them.

Names read as UKG Pro Workforce Management

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

UKG Pro WFM (ex-Kronos) 1UKG Pro WFM (formerly Kronos) 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 UKG Pro Workforce Management'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 UKG Pro Workforce Management, 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 ukg.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.