| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Payroll software | Core HR and payroll | 7% | 5 of 58 | 9% | 22 | accepted challenger | ▲+2Since September 2026: 6% → 8%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compensation management | Compensation and total rewards | 4% | 6 of 140 | 12% | 17 | accepted challenger | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HRIS and HCM platforms | Core HR and payroll | 0% | 51 of 66 | 33% | 12 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Time and attendance | Core HR and payroll | 0% | 20 of 86 | 10% | 10 | accepted challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Benefits administration | Core HR and payroll | 0% | 55 of 67 | 43% | 7 | under 10 labels · led by Gusto at 20% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR compliance and policy management | Core HR and payroll | 0% | 28 of 97 | 0% | 4 | under 10 labels · led by Rippling at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Earned wage access | Compensation and total rewards | 0% | 18 of 54 | 0% | 3 | under 10 labels · led by Tapcheck at 38% | newNew since September 2026: not ranked then, 0% now. |
| Leave and absence management | Core HR and payroll | 0% | 74 of 95 | 50% | 2 | under 10 labels · led by BambooHR at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Succession planning | Performance and talent management | 0% | 86 of 93 | 50% | 2 | under 10 labels · led by Lattice at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce scheduling | Core HR and payroll | 0% | 107 of 108 | 100% | 2 | under 10 labels · led by Deputy at 37% | newNew since September 2026: not ranked then, 0% now. |
| Employee onboarding | Onboarding and employee experience | 0% | 78 of 87 | 100% | 1 | under 10 labels · led by Rippling at 25% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Global payroll and employer of record | Core HR and payroll | 0% | 44 of 61 | 0% | 1 | under 10 labels · led by Deel at 30% | newNew since September 2026: not ranked then, 0% now. |
| HR help desk and case management | Onboarding and employee experience | 0% | 102 of 108 | 100% | 1 | under 10 labels · led by Zoho Desk at 19% | newNew since September 2026: not ranked then, 0% now. |
| Workforce management suites | Core HR and payroll | 0% | 45 of 78 | 0% | 1 | under 10 labels · led by Rippling at 17% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Compensation management | 0% | 4% | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 43 → 6 of 140 |
| Payroll software | 6% | 8% | ▲+2Since September 2026: 6% → 8%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 of 58, unchanged |
| Time and attendance | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 20 of 86 |
| HRIS and HCM platforms | 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 42 → 51 of 66 |
| Benefits administration | 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 41 → 55 of 67 |
| HR compliance | 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 34 → 28 of 97 |
| Earned wage access | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 18 of 54, unchanged |
| Leave | 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 52 → 74 of 95 |
| Succession planning | 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 82 → 86 of 93 |
| Workforce scheduling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 107 of 108, unchanged |
| Employee onboarding | 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 42 → 78 of 87 |
| Global payroll | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 44 of 61, unchanged |
| HR help desk | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 102 of 108, unchanged |
| Workforce management sui | 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 65 → 45 of 78 |
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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 1 | 1 | 5 |
| GPT-5.4 mini | 0 | 2 | 2 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 2 | 7 |
| Perplexity Sonar | 0 | 3 | 2 | 1 | 6 |
| Grok 4.1 Fast | 2 | 3 | 6 | 6 | 17 |
| Mistral Small | 1 | 1 | 3 | 1 | 6 |
| DeepSeek V4 Flash | 0 | 5 | 1 | 3 | 9 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 6 | 0 | 1 | 7 |
| Kimi K2 | 0 | 1 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 2 | 2 | 0 | 5 |
| MiniMax M2.5 | 1 | 2 | 3 | 1 | 7 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 1 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“Paycom is highlighted for mid-market businesses that want staff to run their own payroll” Mistral Small · Payroll software · paraphrase prompt · first choice
“ADP Workforce Now, Paycom, and Paycor are often top recommendations” MiniMax M2.5 · Payroll software · direct prompt · first choice
“Best for mid-market businesses looking to have staff run their own payroll” Claude Haiku 4.5 · Payroll software · direct prompt · first choice
“Shortlist 3–5: ADP, Paycom, Rippling for most mid-sized fits” Grok 4.1 Fast · Payroll software · scale prompt · first choice
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.
“Verdict: Avoid if you prefer a modular HR tech stack that integrates easily with outside vendors.” Gemini 3.5 Flash · HRIS and HCM platforms · negative prompt · hard negative
“Paycom consistently receives some of the harshest criticism from HR and payroll professionals” DeepSeek V4 Flash · Benefits administration · negative prompt · hard negative
“Legal troubles like an SEC settlement for overbilling, ongoing securities fraud class action” Grok 4.1 Fast · Payroll software · negative prompt · hard negative
“Recurring themes of poor UX, integration failures, inflexible contracts, and slow support” Grok 4.1 Fast · HR help desk · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 170 of the 174 answers that named Paycom and are not a share of its labels.
484 of the 484 domain citations in answers naming Paycom came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 707 | 21 | 2026-09-28 | ||
| News or press | 445 | 8 | 2026-09-24 | ||
| Podcast or video | 149 | 0 | 2026-01-23 | ||
| Glossary or explainer | 20 | 6 | 2026-08-28 | ||
| Template or tool | 17 | 6 | 2026-09-10 | ||
| Case study | 15 | 0 | 2026-01-05 | ||
| Comparison | 11 | 0 | 2026-06-15 | ||
| Conference or event | 6 | undated | |||
| Webinar or virtual event | 4 | 0 | 2026-02-17 |
Every page paycom.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. 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.
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.
What Paycom's own pages state, read September 28, 2026: paycom.com, paycom.com/pricing, paycom.com/about/security, paycom.com/resources/case-studies. A claimed page can correct any of them.
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 Paycom'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 Paycom, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Paycom by email, built from the raw record of the edition. It shows: