| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Employee wellbeing and mental health | Onboarding and employee experience | 0% | 17 of 99 | 16% | 19 | accepted challenger |
| 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 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“It's best for large enterprises that want wellbeing, health navigation, and health plan administration consolidated into one vendor relationship.” Claude Haiku 4.5 · Employee wellbeing · comparative prompt · alternative
“Choose Personify Health if you want the broadest enterprise suite with benefits and navigation included.” Perplexity Sonar · Employee wellbeing · comparative prompt · alternative
“Enterprise-grade, broad connector ecosystem, comprehensive programs. Best for large organizations” DeepSeek V4 Flash · Employee wellbeing · comparative prompt · alternative
“Choose Virgin Pulse/Personify if you need enterprise-scale integration with benefits” Kimi K2 · Employee wellbeing · 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.
“You cannot afford the heavy administrative overhead of traditional enterprise platforms (like Personify Health)” Gemini 3.5 Flash · Employee wellbeing · direct prompt · soft negative
“enterprise-level pricing and lengthy implementation schedules that can overwhelm mid-sized HR teams” Claude Haiku 4.5 · Employee wellbeing · direct prompt · soft negative
“Virgin Pulse: Comprehensive but can be complex” Kimi K2 · Employee wellbeing · scale 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 59 of the 67 answers that named Personify Health and are not a share of its labels.
280 of the 280 domain citations in answers naming Personify Health 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 Personify Health'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 Personify Health, 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 personifyhealth.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.