| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Employee engagement surveys | Onboarding and employee experience | 2% | 8 of 77 | 0% | 6 | under 10 labels · led by Culture Amp at 40% |
| Succession planning | Performance and talent management | 0% | 32 of 99 | 0% | 3 | under 10 labels · led by Lattice at 31% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Look at Culture Amp or Quantum Workplace. These are standard-setting platforms for employee-listening-first strategies.” Gemini 3.5 Flash · Employee engagement surv · scale prompt · first choice
“→ Quantum Workplace (strong fit for mid‑market firms that want external validation)” GLM 4.7 FlashX · Employee engagement surv · direct prompt · alternative
“High-End Suite: Quantum Workplace ... willing to invest in a higher price point” GLM 4.7 FlashX · Succession planning · paraphrase prompt · alternative
“Best for engagement + performance-driven succession: Quantum Workplace” GPT-5.4 mini · Succession planning · 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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 10 of the 11 answers that named Quantum Workplace and are not a share of its labels.
Thirty-one of the thirty-one domain citations in answers naming Quantum Workplace 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 Quantum Workplace'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 Quantum Workplace, 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 quantumworkplace.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.