| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Staffing agency platforms | Talent acquisition | 0% | 136 of 136 | 100% | 6 | under 10 labels · led by Zoho Recruit at 22% | |
| Compensation benchmarking data | Compensation and total rewards | 0% | 74 of 148 | 0% | 1 | under 10 labels · led by Pave at 19% | ▼−2Since September 2026: 2% → 0%, −2 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Look into specific industry guides like Robert Half (for Admin/Tech/Sales)” Qwen 3.7 Flash · Compensation benchmarkin · paraphrase 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.
“Frequently mentioned in complaints citing misleading job listings, poor communication from recruiters, and lack of follow-up after interviews.” MiniMax M2.5 · Staffing agency tools · negative prompt · hard negative
“Poor communication, misleading job listings, rigid contracts favoring agency” Kimi K2 · Staffing agency tools · negative prompt · hard negative
“Numerous complaints about poor communication and ghosting” DeepSeek V4 Flash · Staffing agency tools · negative prompt · hard negative
“Robert Half / Kelly Services / Adecco: Often criticized for keeping resumes on file without follow-up ("resume hoarding") and slow response times” Qwen 3.7 Flash · Staffing agency tools · 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 11 of the 12 answers that named Robert Half and are not a share of its labels.
Fifty-one of the fifty-one domain citations in answers naming Robert Half came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 | 1,289 | 49 | 2026-09-25 | Succession planning, Employee onboarding | |
| Report or ebook | 709 | 28 | 2026-09-24 | Workforce planning | |
| News or press | 192 | 3 | 2026-08-03 | ||
| Case study | 12 | undated | |||
| Conference or event | 11 | 1 | 2026-08-31 | ||
| Glossary or explainer | 11 | undated | |||
| Comparison | 6 | 0 | 2026-06-16 | ||
| Template or tool | 6 | 0 | 2025-12-01 | ||
| Webinar or virtual event | 3 | undated | |||
| Podcast or video | 1 | undated |
Every page roberthalf.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 Robert Half's own pages state, read October 5, 2026: roberthalf.com, roberthalf.com/us/en/job/akron-oh/pricing-analyst/03340-0013513120-usen, roberthalf.com/us/en/jobs/all/compliance, roberthalf.com/us/en/job/lehi-ut/platform-engineer/04820-0013426401-usen, roberthalf.com/us/en/insights/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 Robert Half'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 Robert Half, 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 Robert Half by email, built from the raw record of the edition. It shows: