# Microsoft Viva: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 3 categories by 6 of 14 models. Page: https://hr-ai-index.com/vendors/microsoft-viva/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal communications and intranet | 2% | 15 | 0% | 5 |
| Frontline employee apps | 0% | 53 | 0% | 1 |
| Performance management | 0% | 68 | 100% | 1 |

## What the models said for it

- "If your team uses Microsoft Teams and Office 365, this is the undisputed winner." (Qwen 3.7 Flash, Internal communications)
- "If you already pay for Microsoft 365 and want to keep costs low, using a pre-built template/overlay on top of SharePoint is much faster than coding a custom site." (Gemini 3.5 Flash, Internal communications)
- "If you're already deep in M365, this may be the natural fit — but UX is often weaker" (DeepSeek V4 Flash, Internal communications)

## And against it

- "they are not trusted by employees and managers. AI trained on past performance data may encode existing biases" (Claude Haiku 4.5, Performance management)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Internal communications and intranet: 0% to 2%, +2. Inside the floor by 11 points · rank 65 → 15 of 86.
- Frontline employee apps: 0% to 0%, ±0. Inside the floor by 13 points · rank 59 → 53 of 106.
- Performance management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 68 of 85.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.