HR AI Index

Index › Vendors › ADP Workforce Now + WFM · September 2026 Edition

ADP · 1 category · Named, not ranked

ADP Workforce Now + WFM

2Judge labels

0First choices

1Negative labels

2 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. ADP Workforce Now + WFM was named 1 time in Workforce management sui, where ADP Workforce Now led with 19%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market83 of 95

under the label threshold

Enterprisenot named

No model named it for this buyer.

In workforce management sui · 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 ADP Workforce Now + WFM 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%	83 of 95	100%	1	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 ADP Workforce Now + WFM 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 ADP Workforce Now + WFM 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	0	0
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

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained1 labelNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative2 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.

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.

“End-user reviews for employee-facing portals (like UKG or ADP) are often plagued with complaints” Gemini 3.5 Flash · Workforce management sui · negative prompt · soft negative

Named alongside

The products named in the same answers as ADP Workforce Now + WFM, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ADP Workforce Now + WFM was named but was not.

ProductSame answerTook the first choice insteadHead to head

Deputy2 of 20Not in the top three

Dayforce1 of 21Not in the top three

UKG Pro1 of 21Not in the top three

Workday1 of 21Not in the top three

7shifts1 of 20Not in the top three

Aspect WFM1 of 20Not in the top three

Assembled1 of 20Not in the top three

Buddy Punch1 of 20Not in the top three

Clockify1 of 20Not in the top three

Connecteam1 of 20Not 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 ADP Workforce Now + WFM. 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 2 answers that named ADP Workforce Now + WFM and are not a share of its labels.

Domains cited

actitime.com1

appsruntheworld.com1

business.com1

expertsure.com1

firsthr.app1

forbes.com1

gartner.com1

larksuite.com1

lathem.com1

paylocity.com1

Ten of the ten domain citations in answers naming ADP Workforce Now + WFM came from somebody else's page.

Pages cited

actitime.com/software-collections/employee-time-tracking-software1

appsruntheworld.com/top-10-hcm-software-vendors-in-time-attendance-market-segment1

business.com/categories/time-and-attendance-software1

business.com/reviews/kronos1

expertsure.com/uk/time-attendance/time-and-attendance-costs1

firsthr.app/compare/time-tracking/time-and-attendance-software1

forbes.com/advisor/business/software/best-time-attendance-software1

gartner.com/reviews/market/time-and-attendance-software1

Pages are listed as the models cited them.

Names read as ADP Workforce Now + WFM

What the judge wrote, as written, with how often. The vendor table decides that these count as ADP Workforce Now + WFM; a claim can dispute any of them.

ADP Workforce Now WFM 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 ADP Workforce Now + WFM'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 ADP Workforce Now + WFM, 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 adp.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.