| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Internal communications and intranet | Onboarding and employee experience | 0% | 44 of 80 | 25% | 4 | under 10 labels · led by Happeo at 16% |
| Employee engagement surveys | Onboarding and employee experience | 0% | 30 of 77 | 0% | 1 | under 10 labels · led by Culture Amp at 40% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Choose Microsoft Viva if: You want to reduce "app fatigue" and already pay for Microsoft 365 licenses.” Qwen 3.7 Flash · Employee engagement surv · comparative prompt · alternative
“Best for Microsoft-heavy orgs: SharePoint + Viva Engage” GPT-5.4 mini · Internal communications · direct prompt · alternative
“transitioning fully to Viva Engage” DeepSeek V4 Flash · Internal communications · negative 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.
“Microsoft retired the Yammer brand and platform ... If you see Yammer listed as a "current" option, it's outdated.” DeepSeek V4 Flash · Internal communications · 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 7 of the 12 answers that named Microsoft Viva Engage and are not a share of its labels.
Thirty of the thirty domain citations in answers naming Microsoft Viva Engage 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 Microsoft Viva Engage'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 Microsoft Viva Engage, 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 microsoft.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.