| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Workforce scheduling | Core HR and payroll | 37% | 1 of 108 | 6% | 36 | endorsed leader | ▲+9Since September 2026: 26% → 34%, +9 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Frontline employee apps | Onboarding and employee experience | 4% | 5 of 106 | 0% | 9 | under 10 labels · led by Connecteam at 49% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce management suites | Core HR and payroll | 4% | 8 of 78 | 18% | 28 | accepted challenger | ▼−2Since September 2026: 6% → 5%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Time and attendance | Core HR and payroll | 0% | 17 of 86 | 0% | 14 | accepted challenger | =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% | 24 of 95 | 17% | 6 | 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. |
| Workforce planning | Workforce planning and analytics | 0% | 27 of 98 | 25% | 4 | under 10 labels · led by ChartHop at 37% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Employee monitoring | Workforce planning and analytics | 0% | 63 of 75 | 100% | 1 | under 10 labels · led by ActivTrak at 33% | |
| People analytics | Workforce planning and analytics | 0% | 89 of 114 | 100% | 1 | under 10 labels · led by Crunchr at 22% | |
| Staffing agency platforms | Talent acquisition | 0% | 101 of 136 | 100% | 1 | under 10 labels · led by Zoho Recruit at 22% | |
| Succession planning | Performance and talent management | 0% | 67 of 93 | 0% | 1 | 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. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Workforce scheduling | 26% | 34% | ▲+9Since September 2026: 26% → 34%, +9 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 108, unchanged |
| Frontline employee apps | 0% | 5% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 12 → 5 of 106 |
| Workforce management sui | 6% | 5% | ▼−2Since September 2026: 6% → 5%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 8 of 78 |
| Time and attendance | 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 17 of 86, 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 22 → 24 of 95 |
| Workforce 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 → 27 of 98 |
| Employee monitoring | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 63 of 75, unchanged |
| People analytics | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 89 of 114, unchanged |
| Staffing agency tools | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 101 of 136, unchanged |
| 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 66 → 67 of 93 |
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 | 4 | 2 | 1 | 7 |
| GPT-5.4 mini | 1 | 1 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 5 | 2 | 1 | 8 |
| Perplexity Sonar | 3 | 4 | 1 | 0 | 8 |
| Grok 4.1 Fast | 1 | 1 | 3 | 0 | 5 |
| Mistral Small | 2 | 0 | 3 | 1 | 6 |
| DeepSeek V4 Flash | 6 | 5 | 3 | 1 | 15 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 2 | 5 | 1 | 2 | 10 |
| Kimi K2 | 3 | 5 | 1 | 1 | 10 |
| GLM 4.7 FlashX | 2 | 6 | 1 | 0 | 9 |
| MiniMax M2.5 | 2 | 2 | 1 | 0 | 5 |
| GPT-6 Luna | 2 | 3 | 0 | 2 | 7 |
| Muse Glimmer 30B | 2 | 1 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“I'd pick Deputy for a mid-market B2B company because it appears most often as the strongest general-purpose mid-market scheduling platform” Perplexity Sonar · Workforce scheduling · direct prompt · first choice
“Recommendation: Start with a demo for Deputy. It generally offers the highest ceiling for growth” Qwen 3.7 Flash · Workforce scheduling · paraphrase prompt · first choice
“if looking for the strongest all-around fit for a mid-sized operation, I recommend Deputy.” Qwen 3.7 Flash · Workforce management sui · paraphrase prompt · first choice
“Deputy - Great for mid-market companies, offers flexible scheduling and compliance tools” MiniMax M2.5 · Workforce scheduling · 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.
“Small-business / lightweight tools like Homebase, When I Work, Connecteam, Deputy, and similar SMB-first tools” Llama 4 Maverick · Workforce management sui · negative prompt · hard negative
“Great for very small teams, but they often hit "walls" when trying to integrate with larger ERP or Payroll ecosystems.” Qwen 3.7 Flash · Workforce management sui · negative prompt · soft negative
“Trustpilot reviews mention hidden charges and billing surprises, so I'd scrutinize contract terms carefully.” GPT-5.4 mini · Staffing agency tools · negative prompt · soft negative
“some employee management features are buried in strange places in the interface and difficult to access” Claude Haiku 4.5 · Leave · negative 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 256 of the 280 answers that named Deputy and are not a share of its labels.
721 of the 721 domain citations in answers naming Deputy 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 | 2,701 | 18 | 2026-09-16 | Workforce scheduling, Time and attendance | |
| Case study | 432 | 0 | 2025-10-21 | ||
| News or press | 220 | 3 | 2026-09-10 | Workforce planning, Employee onboarding | |
| Glossary or explainer | 85 | undated | |||
| Template or tool | 47 | undated | |||
| Webinar or virtual event | 38 | 0 | 2025-11-10 | ||
| Comparison | 27 | undated | |||
| Report or ebook | 10 | undated | |||
| Podcast or video | 6 | undated | |||
| Conference or event | 4 | undated |
Every page deputy.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 Deputy's own pages state, read September 28, 2026: deputy.com, deputy.com/pricing, trust.deputy.com, deputy.com/features/tasking, deputy.com/customers. 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 Deputy'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 Deputy, 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 Deputy by email, built from the raw record of the edition. It shows:
AI models recommend Deputy first in Workforce scheduling 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.