| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Employee monitoring | Workforce planning and analytics | 2% | 17 of 75 | 0% | 1 | under 10 labels · led by ActivTrak at 33% | |
| Workforce planning | Workforce planning and analytics | 2% | 12 of 98 | 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. |
| People analytics | Workforce planning and analytics | 0% | 21 of 114 | 41% | 46 | criticized challenger | ▼−11Since September 2026: 11% → 0%, −11 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Talent intelligence | Performance and talent management | 0% | 21 of 90 | 11% | 9 | under 10 labels · led by Pin at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Pay equity | Compensation and total rewards | 0% | 48 of 73 | 25% | 4 | under 10 labels · led by Syndio at 12% | =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% | 89 of 142 | 0% | 2 | under 10 labels · led by MeBeBot at 21% | newNew since September 2026: not ranked then, 0% now. |
| Org charts and org design | Workforce planning and analytics | 0% | 81 of 95 | 0% | 1 | under 10 labels · led by ChartHop at 30% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 87 of 127 | 0% | 1 | under 10 labels · led by Skills Base at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 2 | 0 | 5 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 2 | 7 |
| Perplexity Sonar | 2 | 1 | 0 | 2 | 5 |
| Grok 4.1 Fast | 1 | 3 | 0 | 3 | 7 |
| Mistral Small | 1 | 2 | 5 | 2 | 10 |
| DeepSeek V4 Flash | 2 | 2 | 2 | 2 | 8 |
| Llama 4 Maverick | 0 | 0 | 2 | 2 | 4 |
| Qwen 3.7 Flash | 1 | 3 | 2 | 4 | 10 |
| Kimi K2 | 1 | 1 | 2 | 1 | 5 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 1 | 4 |
| MiniMax M2.5 | 2 | 0 | 1 | 2 | 5 |
| GPT-6 Luna | 1 | 4 | 0 | 0 | 5 |
| Muse Glimmer 30B | 1 | 3 | 1 | 2 | 7 |
Verbatim evidence the judge attached to positive labels.
“Visier – Best for workforce data analytics / enterprise workforce intelligence Dedicated people analytics platform aggregating HR data across multiple sources” Muse Glimmer 30B · People analytics · comparative prompt · first choice
“Look for platforms that aggregate at the team or company level (like Visier, Crunchr, or Personio for EU companies)” DeepSeek V4 Flash · People analytics · negative prompt · first choice
“Best for: Enterprise organizations seeking deep workforce intelligence ... comprehensive workforce intelligence (Visier)” MiniMax M2.5 · People analytics · comparative prompt · first choice
“Visier — The Enterprise Leader ... Built the enterprise people analytics category; deepest workforce intelligence” Kimi K2 · People analytics · comparative 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.
“"Avoid or be cautious about: Enterprise-grade dedicated people-analytics platforms (Visier, Workday People Analytics, One Model, ChartHop, Crunchr...)"” Muse Glimmer 30B · People analytics · negative prompt · hard negative
“avoid enterprise-focused tools like Visier, Workday, One Model, ChartHop, Crunchr, Eletive, Workhuman iQ, and Microsoft Viva Glint” Mistral Small · People analytics · negative prompt · hard negative
“some models recommend avoiding Visier if your team lacks IT/data capacity” Llama 4 Maverick · People analytics · negative prompt · hard negative
“Enterprise tools like Visier/Crunchr (~$50K+/yr) aren't budget-friendly.” Grok 4.1 Fast · People analytics · budget 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 259 of the 275 answers that named Visier and are not a share of its labels.
719 of the 719 domain citations in answers naming Visier 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 | 804 | 20 | 2026-09-25 | ||
| News or press | 247 | undated | |||
| Case study | 46 | 0 | 2022-10-04 | ||
| Conference or event | 23 | undated | |||
| Glossary or explainer | 22 | 2 | 2026-09-15 | ||
| Comparison | 5 | 0 | 2025-03-13 | ||
| Report or ebook | 3 | undated | |||
| Podcast or video | 3 | 0 | 2024-01-31 | ||
| Template or tool | 2 | 0 | 2020-04-16 |
As the event pages on visier.com state them, read September 28, 2026.
Every page visier.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 Visier's own pages state, read September 28, 2026: visier.com, trust.visier.com, visier.com/platform, visier.com/customers, visier.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 Visier'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 Visier, 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 Visier by email, built from the raw record of the edition. It shows: