Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 23 of 62, unchanged
ADP Vantage
12Judge labels
1First choices
0Negative labels
6 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. ADP Vantage was named 1 time in Benefits administration, where Gusto led with 20%. 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-market27 of 67
0%1 label
under the label threshold
Enterprise25 of 61
0%1 label
under the label threshold
In benefits administration · 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 Vantage 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 |
|---|---|---|---|---|---|---|---|
| Benefits administration | Core HR and payroll | 0% | 27 of 67 | 0% | 1 | under 10 labels · led by Gusto at 20% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, ADP Vantage held within the floor in its one category: no change cleared 13 points.
Best category · Benefits administration · by segment
EnterprisenewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 24 of 52, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Benefits administration | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 67, unchanged |
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 ADP Vantage 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 ADP Vantage 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 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| 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
Direct1 labelNone
Paraphrase3 labels1
Comparative2 labels1not counted in share
Budget-constrained1 labelNone
Scale-constrained3 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative12 labels in all, every segment counted; 1 of the 2 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.
“ADP Workforce Now / ADP Vantage (Market Leader — ~10.3% share)” DeepSeek V4 Flash · Benefits administration · comparative 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 ADP Vantage, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ADP Vantage was named but was not.ShowHide
Named alongside
The products named in the same answers as ADP Vantage, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ADP Vantage 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 ADP Vantage. 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 10 of the 12 answers that named ADP Vantage and are not a share of its labels.
Domains cited
guideflow.com5
adp.comYour site4
hibob.com4
hr.software4
rippling.com4
acciyo.com3
appsruntheworld.com3
learn.g2.com3
outsail.co3
bindbee.dev2
Thirty-one of the thirty-five domain citations in answers naming ADP Vantage came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as ADP Vantage
What the judge wrote, as written, with how often. The vendor table decides that these count as ADP Vantage; a claim can dispute any of them.
ADP Workforce Now / ADP Vantage 1
Follow ADP Vantage
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.
The company
ADP is the company behind ADP Vantage.ShowHide
The company
ADP is the company behind ADP Vantage.
ShowHideOn record
Company records- Also from ADP
- ADP 401(k) Premier, ADP Assist, ADP Benefits, ADP Celergo, ADP DataCloud, ADP Employer of Record, ADP Flex, ADP Global and 24 more
In its own words
Stated by the vendor, not checked- Positioning
- ADP Vantage login and support center.
- For
- Employees, administrators, and accountants
- Customers named
- PS Logistics
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What ADP Vantage's own pages state, read October 6, 2026: adp.com/logins/adp-vantage-hcm.aspx, adp.com/spark/articles/2017/07/ps-logistics-drives-toward-greater-workforce-visability-and-more-strategic-hr-with-adp-vantage-hcm.aspx. A claimed page can correct any of 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 ADP Vantage'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 Vantage, 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 ADP Vantage by email, built from the raw record of the edition. It shows:
- where ADP Vantage 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 ADP Vantage, 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.