| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Time and attendance | Core HR and payroll | 12% | 2 of 86 | 5% | 22 | accepted challenger | ▲+8Since September 2026: 6% → 13%, +8 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HRIS and HCM platforms | Core HR and payroll | 6% | 6 of 66 | 8% | 25 | accepted challenger | ▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Payroll software | Core HR and payroll | 4% | 8 of 58 | 19% | 31 | accepted challenger | ▼−15Since September 2026: 17% → 2%, −15 points. Past the 13-point floor: movement. Read over the models both editions asked. |
| Compensation management | Compensation and total rewards | 4% | 13 of 140 | 38% | 8 | under 10 labels · led by Pave at 18% | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce planning | Workforce planning and analytics | 4% | 9 of 98 | 0% | 18 | accepted challenger | ▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Benefits administration | Core HR and payroll | 2% | 9 of 67 | 5% | 19 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 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% | 21 of 97 | 0% | 13 | accepted challenger | ▼−8Since September 2026: 8% → 0%, −8 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Employee onboarding | Onboarding and employee experience | 0% | 16 of 87 | 0% | 11 | accepted challenger | =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% | 31 of 108 | 30% | 10 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce management suites | Core HR and payroll | 0% | 20 of 78 | 0% | 7 | 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. |
| Performance management | Performance and talent management | 0% | 37 of 85 | 33% | 3 | under 10 labels · led by Lattice at 43% | =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% | 34 of 93 | 0% | 3 | 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. |
| Global payroll and employer of record | Core HR and payroll | 0% | 51 of 61 | 50% | 2 | under 10 labels · led by Deel at 30% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| People analytics | Workforce planning and analytics | 0% | 48 of 114 | 0% | 2 | under 10 labels · led by Crunchr at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Applicant tracking systems | Talent acquisition | 0% | 32 of 65 | 0% | 1 | under 10 labels · led by Greenhouse at 40% | newNew since September 2026: not ranked then, 0% now. |
| Earned wage access | Compensation and total rewards | 0% | 27 of 54 | 0% | 1 | under 10 labels · led by Tapcheck at 38% | =heldSince September 2026: 0% → 0%, ±0 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 | 0% | 46 of 90 | 0% | 1 | under 10 labels · led by Compt at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR AI assistants | Onboarding and employee experience | 0% | 78 of 142 | 0% | 1 | 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. |
| HSA and FSA administrators | Compensation and total rewards | 0% | 97 of 111 | 100% | 1 | under 10 labels · led by HealthEquity at 29% | |
| Leave and absence management | Core HR and payroll | 0% | 81 of 95 | 100% | 1 | 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. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Payroll software | 17% | 2% | ▼−15Since September 2026: 17% → 2%, −15 points. Past the 13-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 3 → 8 of 58 |
| HR compliance | 8% | 0% | ▼−8Since September 2026: 8% → 0%, −8 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 21 of 97 |
| Time and attendance | 6% | 13% | ▲+8Since September 2026: 6% → 13%, +8 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 2 of 86 |
| Workforce planning | 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 16 → 9 of 98 |
| HRIS and HCM platforms | 2% | 6% | ▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 6 of 66 |
| Benefits administration | 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 13 → 9 of 67 |
| Compensation management | 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 14 → 13 of 140 |
| 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 18 → 16 of 87 |
| 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 33 → 31 of 108 |
| 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 14 → 20 of 78 |
| Performance 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 23 → 37 of 85 |
| 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 24 → 34 of 93 |
| Global payroll | 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 18 → 51 of 61 |
| People analytics | 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 74 → 48 of 114 |
| Applicant tracking syste | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 32 of 65, unchanged |
| Earned wage access | 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 → 27 of 54 |
| Flexible benefits | 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 44 → 46 of 90 |
| 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 61 → 78 of 142 |
| HSA & FSA admin | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 97 of 111, 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 41 → 81 of 95 |
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 | 3 | 12 | 2 | 0 | 17 |
| GPT-5.4 mini | 0 | 7 | 0 | 3 | 10 |
| Gemini 3.5 Flash | 1 | 10 | 3 | 1 | 15 |
| Perplexity Sonar | 2 | 8 | 3 | 4 | 17 |
| Grok 4.1 Fast | 1 | 9 | 7 | 2 | 19 |
| Mistral Small | 1 | 6 | 1 | 1 | 9 |
| DeepSeek V4 Flash | 0 | 9 | 5 | 1 | 15 |
| Llama 4 Maverick | 1 | 2 | 2 | 1 | 6 |
| Qwen 3.7 Flash | 4 | 2 | 1 | 1 | 8 |
| Kimi K2 | 0 | 8 | 7 | 3 | 18 |
| GLM 4.7 FlashX | 1 | 6 | 3 | 2 | 12 |
| MiniMax M2.5 | 1 | 7 | 3 | 1 | 12 |
| GPT-6 Luna | 1 | 4 | 0 | 0 | 5 |
| Muse Glimmer 30B | 0 | 12 | 5 | 0 | 17 |
Verbatim evidence the judge attached to positive labels.
“Paylocity is a strong fit for small and mid-sized businesses... If you need comprehensive HR integration with payroll, Paylocity is ideal” Claude Haiku 4.5 · Time and attendance · paraphrase prompt · first choice
“Paylocity or ADP Workforce Now typically offer the best balance of features, integration, and scalability” MiniMax M2.5 · Time and attendance · direct prompt · first choice
“Paylocity: Highly rated for its balance of flexibility, HR tools, and ease of use in the mid-market space.” Qwen 3.7 Flash · Payroll software · scale prompt · first choice
“Start with Paylocity if you need a unified system that won't require months of implementation.” Qwen 3.7 Flash · Compensation management · paraphrase 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.
“Common complaints include unresponsive or unhelpful customer support, long hold times... glitchy software, delayed tax payments” GLM 4.7 FlashX · Compensation management · negative prompt · hard negative
“Be cautious with these payroll platforms... Paylocity: Frequent complaints about poor customer service, glitchy platform” Grok 4.1 Fast · Payroll software · negative prompt · hard negative
“Paylocity - Some users have reported subpar customer support and technical issues with the platform.” Llama 4 Maverick · Payroll software · negative prompt · hard negative
“Unresponsive customer support ... Glitchy software that's difficult to navigate” DeepSeek V4 Flash · Payroll software · 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 272 of the 282 answers that named Paylocity and are not a share of its labels.
748 of the 848 domain citations in answers naming Paylocity 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 |
|---|---|---|---|---|---|
| Glossary or explainer | 866 | undated | |||
| Blog | 665 | undated | |||
| Case study | 152 | undated | |||
| News or press | 108 | undated | |||
| Webinar or virtual event | 74 | undated | |||
| Report or ebook | 59 | undated | |||
| Comparison | 51 | undated | |||
| Conference or event | 11 | undated | |||
| Template or tool | 7 | undated |
Every page paylocity.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 Paylocity's own pages state, read September 28, 2026: paylocity.com, paylocity.com/pricing, trust.paylocity.com, paylocity.com/products, paylocity.com/why-paylocity/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 Paylocity'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 Paylocity, 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 Paylocity by email, built from the raw record of the edition. It shows:
Paylocity is among the products AI models recommend first in Time and attendance this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.