| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Workforce management suites | Core HR and payroll | 4% | 11 of 78 | 0% | 12 | accepted challenger | =heldSince September 2026: 4% → 5%, ±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 | 4% | 9 of 97 | 5% | 19 | accepted challenger | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 2% | 9 of 90 | 0% | 2 | under 10 labels · led by Compt at 40% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Benefits administration | Core HR and payroll | 2% | 11 of 67 | 10% | 20 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Time and attendance | Core HR and payroll | 2% | 14 of 86 | 0% | 8 | under 10 labels · led by Clockify at 12% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HRIS and HCM platforms | Core HR and payroll | 2% | 10 of 66 | 20% | 15 | accepted challenger | ▼−3Since September 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Payroll software | Core HR and payroll | 2% | 10 of 58 | 23% | 13 | accepted challenger | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Employee onboarding | Onboarding and employee experience | 2% | 9 of 87 | 10% | 10 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Succession planning | Performance and talent management | 0% | 25 of 93 | 0% | 7 | under 10 labels · led by Lattice at 28% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| People analytics | Workforce planning and analytics | 0% | 23 of 114 | 0% | 6 | under 10 labels · led by Crunchr at 22% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compensation management | Compensation and total rewards | 0% | 106 of 140 | 33% | 3 | under 10 labels · led by Pave at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Leave and absence management | Core HR and payroll | 0% | 32 of 95 | 0% | 3 | under 10 labels · led by BambooHR at 28% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR AI assistants | Onboarding and employee experience | 0% | 35 of 142 | 0% | 2 | under 10 labels · led by MeBeBot at 21% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR help desk and case management | Onboarding and employee experience | 0% | 106 of 108 | 100% | 2 | under 10 labels · led by Zoho Desk at 19% | newNew since September 2026: not ranked then, 0% now. |
| Applicant tracking systems | Talent acquisition | 0% | 31 of 65 | 0% | 1 | under 10 labels · led by Greenhouse at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Goals and OKRs | Performance and talent management | 0% | 46 of 68 | 0% | 1 | under 10 labels · led by Perdoo at 24% | |
| Performance management | Performance and talent management | 0% | 71 of 85 | 100% | 1 | under 10 labels · led by Lattice at 43% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Succession planning | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 25 of 93 |
| HRIS and HCM platforms | 5% | 2% | ▼−3Since September 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 10 of 66 |
| Flexible benefits | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 19 → 9 of 90 |
| HR compliance | 2% | 4% | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 9 of 97 |
| Leave | 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 9 → 32 of 95 |
| Payroll software | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 10 of 58 |
| Employee onboarding | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 15 → 9 of 87 |
| People analytics | 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 15 → 23 of 114 |
| Time and attendance | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 15 → 14 of 86 |
| Workforce management sui | 4% | 5% | =heldSince September 2026: 4% → 5%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 11 of 78 |
| Benefits administration | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 11 of 67 |
| Compensation management | 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 154 → 106 of 140 |
| HR AI assistants | 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 27 → 35 of 142 |
| HR help desk | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 106 of 108, unchanged |
| Applicant tracking syste | 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 39 → 31 of 65 |
| Goals and OKRs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 46 of 68, unchanged |
| Performance management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 71 of 85, 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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 3 | 1 | 1 | 7 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 3 | 1 | 6 |
| Perplexity Sonar | 2 | 7 | 2 | 2 | 13 |
| Grok 4.1 Fast | 0 | 14 | 5 | 1 | 20 |
| Mistral Small | 2 | 2 | 3 | 1 | 8 |
| DeepSeek V4 Flash | 0 | 8 | 6 | 1 | 15 |
| Llama 4 Maverick | 1 | 3 | 1 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 9 | 2 | 1 | 12 |
| GLM 4.7 FlashX | 0 | 6 | 3 | 3 | 12 |
| MiniMax M2.5 | 3 | 2 | 1 | 1 | 7 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 8 | 6 | 2 | 16 |
Verbatim evidence the judge attached to positive labels.
“Paycor – Best for midsize to large companies, offering a full HR suite with robust onboarding, compliance, and training features.” Mistral Small · Employee onboarding · direct prompt · first choice
“I would recommend Paycor if you want the best balance of scheduling, compliance, analytics, and payroll/HR integration” Perplexity Sonar · Workforce management sui · paraphrase prompt · first choice
“If you want a single recommendation without more context, choose Paycor for a typical mid-sized B2B company” Perplexity Sonar · Time and attendance · paraphrase prompt · first choice
“Rippling and Paycor are consistently highlighted as the strongest choices for mid-market companies” Claude Haiku 4.5 · HR compliance · direct 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.
“Major Open Enrollment Failures... Paycor failed to execute open enrollment, leaving employees without coverage for weeks” GLM 4.7 FlashX · Benefits administration · negative prompt · hard negative
“Paycor has drawn consistent criticism for implementation and support quality... average rating of 1.5 stars” Claude Haiku 4.5 · Payroll software · negative prompt · hard negative
“Paycor consistently receives some of the worst reviews among payroll/compensation platforms” DeepSeek V4 Flash · Compensation management · negative prompt · hard negative
“"Avoid ADP, Paychex, and Paycor like the plague."” Muse Glimmer 30B · HR compliance · 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 228 of the 230 answers that named Paycor and are not a share of its labels.
614 of the 699 domain citations in answers naming Paycor 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 | 555 | 10 | 2026-09-22 | ||
| Webinar or virtual event | 174 | 6 | 2026-09-18 | ||
| Report or ebook | 147 | undated | |||
| News or press | 147 | undated | |||
| Case study | 101 | undated | |||
| Template or tool | 39 | 0 | 2026-06-02 | ||
| Comparison | 31 | 0 | 2026-03-09 | ||
| Glossary or explainer | 31 | 2 | 2026-08-10 | ||
| Podcast or video | 14 | undated | |||
| Conference or event | 4 | undated |
Every page paycor.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 Paycor's own pages state, read September 28, 2026: paycor.com, paycor.com/plans-pricing, paycor.com/compliance-solutions/security, paycor.com/partners. 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 Paycor'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 Paycor, 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 Paycor by email, built from the raw record of the edition. It shows: