| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Global payroll and employer of record | Core HR and payroll | 0% | 12 of 61 | 21% | 33 | accepted challenger | ▼−13Since September 2026: 13% → 0%, −13 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Contingent workforce management | Workforce planning and analytics | 0% | 29 of 121 | 0% | 2 | under 10 labels · led by VectorVMS at 16% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Employee onboarding | Onboarding and employee experience | 0% | 32 of 87 | 0% | 2 | under 10 labels · led by Rippling at 25% | =heldSince September 2026: 0% → 0%, ±0 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% | 40 of 97 | 0% | 2 | under 10 labels · led by Rippling at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| PEO providers | Core HR and payroll | 0% | 19 of 53 | 0% | 2 | under 10 labels · led by Justworks at 24% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Global payroll | 13% | 0% | ▼−13Since September 2026: 13% → 0%, −13 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 12 of 61 |
| Contingent workforce man | 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 35 → 29 of 121 |
| 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 62 → 32 of 87 |
| HR compliance | 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 46 → 40 of 97 |
| PEOs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 19 of 53, 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 | 2 | 1 | 1 | 4 |
| GPT-5.4 mini | 0 | 1 | 2 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 0 | 4 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 3 | 0 | 4 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 3 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“global platforms like Deel allow you to seamlessly manage U.S. co-employment alongside international Employer of Record (EOR) setups” Gemini 3.5 Flash · PEOs · comparative prompt · alternative
“Oyster HR is often preferred when the priority is a user-friendly platform, strong employee experience and clear pricing” Muse Glimmer 30B · Global payroll · direct prompt · alternative
“Oyster: An EOR platform with compliance-aligned contracts and responsive support for startups and mid-market companies” Claude Haiku 4.5 · Global payroll · comparative prompt · alternative
“Oyster is a credible option, especially if you value a cleaner employment/compliance workflow” GPT-5.4 mini · Global payroll · direct prompt · alternative
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: limited customization for benefits beyond statutory minimums, and the platform is less feature-rich than Deel for complex multi-country setups.” Muse Glimmer 30B · Global payroll · negative prompt · soft negative
“payment delays, platform performance issues, and support challenges, especially in partner-covered countries” Claude Haiku 4.5 · Global payroll · negative prompt · soft negative
“concerns about compliance accuracy in certain countries and occasional delays in onboarding” Mistral Small · Global payroll · negative prompt · soft negative
“Be skeptical of Oyster ... Multiple structural limitations to understand before signing” Kimi K2 · Global payroll · 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 95 of the 100 answers that named Oyster and are not a share of its labels.
271 of the 294 domain citations in answers naming Oyster 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 | 175 | 0 | 2026-03-25 | ||
| Conference or event | 57 | undated | |||
| Comparison | 37 | 0 | 2026-06-24 | ||
| Podcast or video | 23 | 0 | 2025-04-16 | ||
| Case study | 21 | undated | |||
| Blog | 15 | 5 | 2026-08-04 | ||
| Report or ebook | 10 | 2 | 2026-07-21 | ||
| Template or tool | 7 | 0 | 2025-12-17 | ||
| Webinar or virtual event | 5 | undated |
Every page oysterhr.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 Oyster's own pages state, read September 28, 2026: oysterhr.com, oysterhr.com/pricing, trust.oysterhr.com, oysterhr.com/product/employer-of-record, oysterhr.com/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 Oyster'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 Oyster, 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 Oyster by email, built from the raw record of the edition. It shows: