Small business=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 24 → 37 of 47
3 categories · Named, not rankedComplete Payroll Solutions
6Judge labels
0First choices
5Negative labels
5 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, 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. Complete Payroll Solutions was named 5 times in Payroll software and 2 other categories, where Rippling led with 20%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business40 of 50
0%1 label
under the label threshold
Mid-market57 of 58
0%3 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In payroll software · 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 Complete Payroll Solutions 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 |
|---|---|---|---|---|---|---|---|
| Payroll software | Core HR and payroll | 0% | 57 of 58 | 100% | 3 | under 10 labels · led by Rippling at 20% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HSA and FSA administrators | Compensation and total rewards | 0% | 42 of 111 | 0% | 1 | under 10 labels · led by HealthEquity at 29% | |
| PEO providers | Core HR and payroll | 0% | 48 of 53 | 100% | 1 | under 10 labels · led by Justworks at 24% |
Movement
Since September 2026, Complete Payroll Solutions held within the floor in all three categories: no change cleared 13 points.
Best category · Payroll software · by segment
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 40 → 54 of 55
EnterprisegoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 13 pointsNot ranked
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Payroll software | 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 40 → 57 of 58 |
| HSA & FSA admin | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 111, unchanged |
| PEOs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 53, 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 Complete Payroll Solutions 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 Complete Payroll Solutions 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 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 1 |
| 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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained1 labelNone
Scale-constrained0 labelsNone
Negative5 labelsNone
First choiceAlternativeMentionNegative6 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.
“making it a budget-friendly option for very small teams” Mistral Small · HSA & FSA admin · budget 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.
“*Complete Payroll Solutions (CPS)* faced a $2.6 million class action settlement following a massive cyber breach” Gemini 3.5 Flash · PEOs · negative prompt · hard negative
“Data breaches: Affected Paychex, Paycom (MOVEit), Complete Payroll Solutions ($2.6M settlement)” Grok 4.1 Fast · Payroll software · negative prompt · soft negative
“Settled a class-action lawsuit for $2.6 million following a massive data breach” Gemini 3.5 Flash · Payroll software · negative prompt · soft negative
“Data breach discovered March 2024 resulted in $2.6 million settlement” MiniMax M2.5 · Payroll software · negative prompt · soft negative
Named alongside
The products named in the same answers as Complete Payroll Solutions, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Complete Payroll Solutions was named but was not.ShowHide
Named alongside
The products named in the same answers as Complete Payroll Solutions, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Complete Payroll Solutions 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 Complete Payroll Solutions. 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 6 of the 6 answers that named Complete Payroll Solutions and are not a share of its labels.
Domains cited
classaction.org4
bbb.org3
forbes.com3
adp.com2
bamboohr.com2
capterra.com2
consumeraffairs.com2
deel.com2
gusto.com2
reddit.com2
Twenty-four of the twenty-four domain citations in answers naming Complete Payroll Solutions came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on completepayroll.com
313
subdomains included
Content
222
counted in the table below
Documentation
0
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 210 | 0 | 2024-10-01 | Employee onboarding, Time and attendance | |
| Glossary or explainer | 5 | 0 | 2024-10-01 | ||
| Template or tool | 3 | undated | |||
| Case study | 2 | 0 | 2024-10-01 | ||
| Comparison | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2024-10-01401k strategic advantage blog
- 2024-10-01Dol announces new skill based h 2a wage system for ag workers blog
- 2024-10-01Automate your i 9 verification and reduce audit risk blog
- 2024-10-01Update your payroll for the new form w 4r blog
- 2024-10-01The ultimate guide to year end bonuses blog
- 2024-10-01Blipping back to payroll country a case study unity house cayuga county case study
How it is countedHide how it is counted
Every page completepayroll.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. Read September 29, 2026.
Names read as Complete Payroll Solutions
What the judge wrote, as written, with how often. The vendor table decides that these count as Complete Payroll Solutions; a claim can dispute any of them.
Complete Payroll Solutions (CPS) 2
Follow Complete Payroll Solutions
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
Complete Payroll Solutions is its own company.ShowHide
The company
Complete Payroll Solutions is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Payroll, HR and Timekeeping Solutions
- For
- small & mid-size employers
- Customers named
- Mercy FlightSoderberg Insurance Services IncNuttall Golf Cars IncShear Ego Salon & SpaBoulevard Van CityWyse PropertiesTown Of PembrokeThe Service Collaborative of WNY, Inc.
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What Complete Payroll Solutions's own pages state, read October 6, 2026: completepayroll.com. 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 Complete Payroll Solutions'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 Complete Payroll Solutions, 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 Complete Payroll Solutions by email, built from the raw record of the edition. It shows:
- where Complete Payroll Solutions 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 Complete Payroll Solutions, 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.