Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 36 → 54 of 99
1 category · Named, not rankedUKG HR Service Delivery
8Judge labels
0First choices
1Negative labels
4 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. UKG HR Service Delivery was named 2 times in HR help desk, where Zoho Desk 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
0%
No model named it for this buyer.
Mid-market38 of 108
0%2 labels
under the label threshold
Enterprise29 of 95
0%6 labels
under the label threshold
In hr help desk · 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 UKG HR Service Delivery 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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| HR help desk and case management | Onboarding and employee experience | 0% | 38 of 108 | 0% | 2 | under 10 labels · led by Zoho Desk at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, UKG HR Service Delivery held within the floor in its one category: no change cleared 13 points.
Best category · HR help desk · by segment
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 19 → 32 of 89
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| HR help desk | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 36 → 38 of 108 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated UKG HR Service Delivery across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated UKG HR Service Delivery across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 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
Paraphrase2 labelsNone
Comparative4 labelsNone
Budget-constrained1 labelNone
Scale-constrained1 labelNone
Negative0 labelsNone
First choiceAlternativeMentionNegative8 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.
“UKG and Neocase are relevant when HR-specific service capabilities—such as document workflows or shared-service operations—are central” GPT-6 Luna · HR help desk · comparative prompt · alternative
“If your priority is eliminating paper files... choose UKG HRSD.” Gemini 3.5 Flash · HR help desk · 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.
No model argued against it.
Named alongside
The products named in the same answers as UKG HR Service Delivery, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and UKG HR Service Delivery was named but was not.ShowHide
Named alongside
The products named in the same answers as UKG HR Service Delivery, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and UKG HR Service Delivery was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
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 UKG HR Service Delivery. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 8 of the 8 answers that named UKG HR Service Delivery and are not a share of its labels.
Domains cited
gartner.com4
guideflow.com4
peoplemanagingpeople.com4
servicenow.com4
anywherer.com3
moveworks.com3
oracle.com3
workday.com3
alloysoftware.com2
caseiq.com2
Thirty-two of the thirty-two domain citations in answers naming UKG HR Service Delivery came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
ukg.com ranks 7 on Google for the category's searches. In the answers, UKG HR Service Delivery takes 0% of first choices and Zoho Desk takes 19%.ShowHide
Search and answers
ukg.com ranks 7 on Google for the category's searches. In the answers, UKG HR Service Delivery takes 0% of first choices and Zoho Desk takes 19%.
ShowHideIn search
Google, US estimatesPosition for “hr help desk software”
–
not in the top ten
Position for “hr service delivery tools”
7
- Organic visits to its site
- about 310,168 a month
- Searches its site ranks for
- 10,781 · 1,883 in the top three
- Sites linking to it
- 11,448
- Paid Google search
- 23 searches its ads show for, about 125 clicks and $11,996 a month (estimate)
In answers
This editionShare of first choices
0%
rank 38 of 108 in HR help desk
Segment leader
19%
Zoho Desk
- First choices
- 0 across its categories
- Named in
- 8 answers
- Its own site cited
- in 8 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on ukg.com
2,801
subdomains included
Content
2,136
counted in the table below
Documentation
1
Product · Integration
73 · 3
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,125 | undated | Workforce planning, Pay equity | ||
| Glossary or explainer | 372 | undated | Workforce management sui, Payroll software | ||
| News or press | 260 | undated | Interview scheduling | ||
| Report or ebook | 193 | undated | Workforce planning, Earned wage access | ||
| Webinar or virtual event | 137 | undated | Workforce planning, Workforce scheduling | ||
| Template or tool | 16 | undated | Payroll software | ||
| Comparison | 11 | undated | |||
| Conference or event | 10 | undated | |||
| Case study | 8 | undated | |||
| Podcast or video | 4 | undated |
Events in person
Upcoming
- October 19, 2026 to October 22, 2026HR Tech 2026: Make people decisions at the speed of workMandalay Bay Resort & Casino, Las Vegas, US · exhibits
- October 20, 2026Connecting People Decisions to Business Outcomes in Real Timeplace not stated · speaks
- October 22, 2026How AI Agents Are Changing HCM Across Hiring, Employee Enablement, and PayDemo Theater #1 · speaks
As the event pages on ukg.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page ukg.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name payroll software (13); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as UKG HR Service Delivery
What the judge wrote, as written, with how often. The vendor table decides that these count as UKG HR Service Delivery; a claim can dispute any of them.
UKG HR Service Delivery (formerly PeopleDoc) 1UKG HR Service Delivery / People Assist 1
Follow UKG HR Service Delivery
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 UKG HR Service Delivery'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 HR Service Delivery, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for UKG HR Service Delivery by email, built from the raw record of the edition. It shows:
- where UKG HR Service Delivery 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 UKG HR Service Delivery, 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.