| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Job advertising and distribution | Talent acquisition | 0% | 21 of 109 | 11% | 9 | under 10 labels · led by JobTarget at 21% |
| Recruitment marketing and career sites | Talent acquisition | 0% | 46 of 81 | 0% | 1 | under 10 labels · led by Teamtailor at 16% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Best For: Internships, fellowships, and entry-level hiring for recent college graduates.” Gemini 3.5 Flash · Job advertising · comparative prompt · alternative
“provides free access to a network of over 12 million college students and recent graduates” Claude Haiku 4.5 · Recruitment marketing · budget prompt · alternative
“Best For: Campus recruiting and entry-level talent.” Qwen 3.7 Flash · Job advertising · comparative prompt · alternative
“Handshake for recent grads.” GLM 4.7 FlashX · Job advertising · comparative 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.
“scams target U.S. job seekers on popular platforms like Indeed, LinkedIn, ZipRecruiter, and Handshake” Claude Haiku 4.5 · Job advertising · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 32 of the 33 answers that named Handshake and are not a share of its labels.
115 of the 115 domain citations in answers naming Handshake came from somebody else's page.
Pages are listed as the models cited 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 Handshake'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 Handshake, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at handshake.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.