| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Employee onboarding | Onboarding and employee experience | 5% | 5 of 87 | 0% | 14 | accepted challenger | ▲+6Since September 2026: 0% → 6%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR compliance and policy management | Core HR and payroll | 2% | 14 of 97 | 0% | 2 | under 10 labels · led by Rippling at 19% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| People analytics | Workforce planning and analytics | 2% | 16 of 114 | 25% | 4 | under 10 labels · led by Crunchr at 22% | =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 | 0% | 16 of 66 | 0% | 4 | under 10 labels · led by Rippling at 26% | =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% | 32 of 108 | 0% | 3 | under 10 labels · led by Zoho Desk at 19% | =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% | 36 of 142 | 0% | 2 | under 10 labels · led by MeBeBot at 21% | newNew since September 2026: not ranked then, 0% now. |
| Internal talent marketplace | Performance and talent management | 0% | 28 of 102 | 0% | 2 | under 10 labels · led by Fuel50 at 47% | =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% | 58 of 65 | 100% | 1 | under 10 labels · led by Greenhouse at 40% | goneNot named this edition; 0% in September 2026. |
| Benefits administration | Core HR and payroll | 0% | 60 of 67 | 100% | 1 | under 10 labels · led by Gusto at 20% | newNew since September 2026: not ranked then, 0% now. |
| Compensation management | Compensation and total rewards | 0% | 123 of 140 | 100% | 1 | 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% | 65 of 95 | 0% | 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. |
| Org charts and org design | Workforce planning and analytics | 0% | 88 of 95 | 100% | 1 | under 10 labels · led by ChartHop at 30% | newNew since September 2026: not ranked then, 0% now. |
| Performance management | Performance and talent management | 0% | 72 of 85 | 100% | 1 | under 10 labels · led by Lattice at 43% | |
| Workforce planning | Workforce planning and analytics | 0% | 73 of 98 | 0% | 1 | under 10 labels · led by ChartHop at 37% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Employee onboarding | 0% | 6% | ▲+6Since September 2026: 0% → 6%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 21 → 5 of 87 |
| HR compliance | 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 48 → 14 of 97 |
| People analytics | 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 11 → 16 of 114 |
| 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 24 → 16 of 66 |
| 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 55 → 32 of 108 |
| HR AI assistants | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 142, unchanged |
| Internal talent marketpl | 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 60 → 28 of 102 |
| 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 15 → 58 of 65 |
| Benefits administration | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 60 of 67, unchanged |
| 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 162 → 123 of 140 |
| 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 42 → 65 of 95 |
| Org charts | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 88 of 95, unchanged |
| Performance management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 72 of 85, unchanged |
| Workforce planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 73 of 98, 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 | 0 | 0 | 0 | 2 | 2 |
| 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 | 2 | 1 | 4 | 0 | 7 |
| Mistral Small | 1 | 2 | 0 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 3 | 1 | 1 | 6 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 1 | 3 | 3 | 0 | 7 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 1 | 2 | 5 |
Verbatim evidence the judge attached to positive labels.
“For most mid-sized B2B companies, Personio or HiBob are excellent choices due to their balance of functionality, ease of use, and scalability.” Mistral Small · Employee onboarding · paraphrase prompt · first choice
“like BambooHR, Rippling, Gusto (Ramp), or Personio, check if their built-in compliance modules are robust enough” Qwen 3.7 Flash · HR compliance · scale prompt · first choice
“I would recommend Personio as a top choice for new hire onboarding platform” MiniMax M2.5 · Employee onboarding · paraphrase prompt · first choice
“Safer bets: Tools with strong governance like Personio (purposeful AI)” Grok 4.1 Fast · HR AI assistants · negative 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.
“a glaring absence of positive feedback” Muse Glimmer 30B · Applicant tracking syste · negative prompt · hard negative
“broad HR suites with basic compensation tools that typically lack the depth and flexibility of dedicated compensation platforms” Claude Haiku 4.5 · Compensation management · comparative prompt · soft negative
“BambooHR and Personio are fine for reporting but lack predictive modeling and custom metric depth.” DeepSeek V4 Flash · People analytics · comparative prompt · soft negative
“May have fewer features regarding complex US-specific tax laws compared to ADP or Paycom.” Qwen 3.7 Flash · Benefits administration · paraphrase prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 106 of the 111 answers that named Personio and are not a share of its labels.
294 of the 331 domain citations in answers naming Personio 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 | 24 | undated |
Every page personio.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.
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 Personio's own pages state, read September 28, 2026: personio.com, trust.personio.com. 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 Personio'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 Personio, 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 Personio by email, built from the raw record of the edition. It shows: