| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Benefits administration | Core HR and payroll | 6% | 7 of 67 | 21% | 14 | accepted challenger | ▲+2Since September 2026: 2% → 5%, +2 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 | 2% | 21 of 108 | 0% | 1 | under 10 labels · led by Zoho Desk at 19% | newNew since September 2026: not ranked then, 2% now. |
| HRIS and HCM platforms | Core HR and payroll | 0% | 66 of 66 | 71% | 7 | 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. |
| Leave and absence management | Core HR and payroll | 0% | 31 of 95 | 20% | 5 | 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. |
| Payroll software | Core HR and payroll | 0% | 29 of 58 | 25% | 4 | under 10 labels · led by Rippling at 20% | =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% | 20 of 90 | 0% | 2 | under 10 labels · led by Compt at 40% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| 360 feedback | Performance and talent management | 0% | 42 of 73 | 0% | 1 | under 10 labels · led by Lattice at 34% | newNew since September 2026: not ranked then, 0% now. |
| Employee onboarding | Onboarding and employee experience | 0% | 46 of 87 | 0% | 1 | under 10 labels · led by Rippling at 25% | ▼−2Since September 2026: 2% → 0%, −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% | 70 of 97 | 0% | 1 | under 10 labels · led by Rippling at 19% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HSA and FSA administrators | Compensation and total rewards | 0% | 54 of 111 | 0% | 1 | under 10 labels · led by HealthEquity at 29% | |
| People analytics | Workforce planning and analytics | 0% | 47 of 114 | 0% | 1 | under 10 labels · led by Crunchr at 22% | newNew since September 2026: not ranked then, 0% now. |
| Performance management | Performance and talent management | 0% | 34 of 85 | 0% | 1 | under 10 labels · led by Lattice at 43% | goneNot named this edition; 0% in September 2026. |
| Workforce management suites | Core HR and payroll | 0% | 71 of 78 | 100% | 1 | under 10 labels · led by Rippling at 17% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Benefits administration | 2% | 5% | ▲+2Since September 2026: 2% → 5%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 7 of 67 |
| HR help desk | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 21 of 108, unchanged |
| Employee onboarding | 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 11 → 46 of 87 |
| 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 12 → 31 of 95 |
| Flexible benefits | 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 → 20 of 90 |
| HR compliance | 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 20 → 70 of 97 |
| 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 40 → 66 of 66 |
| Payroll software | 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 → 29 of 58 |
| 360 feedback | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 73, unchanged |
| HSA & FSA admin | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 54 of 111, unchanged |
| People analytics | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 47 of 114, unchanged |
| 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 49 → 34 of 85 |
| Workforce management sui | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 71 of 78, 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 | 4 | 1 | 0 | 5 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 2 | 4 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 0 | 1 | 3 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 4 | 2 | 0 | 7 |
Verbatim evidence the judge attached to positive labels.
“Namely is repeatedly called out as a mid-size fit when you want benefits enrollment tied to HR records and payroll deductions.” Muse Glimmer 30B · Benefits administration · paraphrase prompt · first choice
“I would particularly recommend Namely because: 1. It's built specifically for midsized companies” MiniMax M2.5 · HR help desk · paraphrase prompt · first choice
“Request demos from ADP, Gusto, and Namely (most frequently recommended for your size)” MiniMax M2.5 · Benefits administration · paraphrase prompt · first choice
“Namely – Best Overall for Mid-Sized Companies” Kimi K2 · Benefits administration · 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.
“PlanSource & Namely ... force users to spend excessive time troubleshooting reporting errors” Qwen 3.7 Flash · Benefits administration · negative prompt · hard negative
“Multiple sources (Reddit, HiBob analysis) explicitly advise against it” Grok 4.1 Fast · HRIS and HCM platforms · negative prompt · hard negative
“Reddit users specifically warn against Namely and Paycom” Perplexity Sonar · HRIS and HCM platforms · negative prompt · hard negative
“Users specifically advise against using Namely” Kimi K2 · HRIS and HCM platforms · 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 57 of the 59 answers that named Namely and are not a share of its labels.
180 of the 180 domain citations in answers naming Namely 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 | 560 | 1 | 2026-07-23 | Payroll software, HRIS and HCM platforms | |
| News or press | 15 | 0 | 2023-12-14 | Employee onboarding | |
| Comparison | 12 | 0 | 2022-12-12 | ||
| Glossary or explainer | 12 | 0 | 2024-07-30 | HRIS and HCM platforms | |
| Template or tool | 11 | 0 | 2025-12-17 | Employee onboarding | |
| Case study | 3 | undated | |||
| Podcast or video | 2 | 0 | 2023-02-01 | ||
| Webinar or virtual event | 1 | undated |
Every page namely.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 Namely's own pages state, read September 28, 2026: namely.com, namely.com/lp/pricing, namely.com/compliance, namely.com/platform, namely.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 Namely'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 Namely, 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 Namely by email, built from the raw record of the edition. It shows: