| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| HR AI assistants | Onboarding and employee experience | 10% | 3 of 119 | 27% | 11 | criticized challenger |
| Frontline employee apps | Onboarding and employee experience | 0% | 91 of 97 | 100% | 2 | under 10 labels · led by Connecteam at 56% |
| AI recruiting assistants | Talent acquisition | 0% | 56 of 84 | 0% | 1 | under 10 labels · led by GoPerfect at 19% |
| Compensation management | Compensation and total rewards | 0% | 152 of 189 | 100% | 1 | under 10 labels · led by Pave at 18% |
| Employee wellbeing and mental health | Onboarding and employee experience | 0% | 75 of 99 | 100% | 1 | under 10 labels · led by Wellable at 30% |
| HR compliance and policy management | Core HR and payroll | 0% | 78 of 84 | 100% | 1 | under 10 labels · led by Rippling at 16% |
| People analytics | Workforce planning and analytics | 0% | 59 of 99 | 0% | 1 | under 10 labels · led by HiBob at 15% |
| 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 | 1 | 0 | 1 | 1 | 3 |
| Perplexity Sonar | 1 | 0 | 0 | 1 | 2 |
| Grok 4.1 Fast | 1 | 0 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 4 | 6 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“the best AI assistant for an HR team is usually ChatGPT or Claude for drafting and internal support tasks” Perplexity Sonar · HR AI assistants · budget prompt · first choice
“A general-purpose writing assistant (ChatGPT or Claude) — The cheapest and most flexible option.” DeepSeek V4 Flash · HR AI assistants · budget prompt · first choice
“My top pick for most limited budgets: Start with ChatGPT (free) for content creation” Kimi K2 · HR AI assistants · budget prompt · first choice
“Why ChatGPT Free Tier Stands Out as the Top Budget Pick” Grok 4.1 Fast · HR AI assistants · budget 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.
“OpenAI, ChatGPT, or similar consumer tools used by HR without proper governance - Why to avoid: Lack of confidentiality, privacy, accuracy, and accountability safeguards” GLM 4.7 FlashX · HR AI assistants · negative prompt · hard negative
“Experts (SixFifty) warn against using for legal docs without human review.” Grok 4.1 Fast · HR compliance · negative prompt · hard negative
“do not rely solely on crowdsourced data or raw AI models (like ChatGPT)” Gemini 3.5 Flash · Compensation management · negative prompt · hard negative
“These are not safe for mental health support.” GLM 4.7 FlashX · Employee wellbeing · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 36 of the 46 answers that named ChatGPT and are not a share of its labels.
107 of the 107 domain citations in answers naming ChatGPT 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 ChatGPT'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 ChatGPT, 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 chatgpt.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.