# Microsoft Viva Topics & Teams: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/microsoft-viva-topics-teams

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Knowledge base and self-service](https://www.gane.ai/index/gtm/customer/knowledge-base-and-self-service/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "enterprise solutions with compliance (e.g., Microsoft Viva Topics with guards)" (Grok 4.20, Knowledge base)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Microsoft Viva Topics & Teams, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- ai.gov.uk: 1
- albato.com: 1
- beatroute.io: 1
- canada.ca: 1
- document360.com: 1
- endvr.io: 1
- f6s.com: 1
- fullview.io: 1
- getapp.com: 1

### Pages cited

- https://ai.gov.uk/knowledge-hub/how-to/security: 1
- https://albato.com/blog/publications/best-knowledge-base-software: 1
- https://beatroute.io/resources/blog/in-store-marketing-strategies: 1
- https://canada.ca/en/government/system/digital-government/online-security-privacy/identity-credential-access-management/password-guidance.html: 1
- https://document360.com/knowledge-base-software: 1
- https://endvr.io/products/display-maintenance: 1
- https://f6s.com/software/category/enterprise-knowledge-base: 1
- https://fullview.io/blog/best-knowledge-base-software: 1

## The company

Microsoft; https://www.microsoft.com/; Vancouver, Canada; founded 1975; about 228,000 employees (2024); public, 4338 on Hong Kong Stock Exchange. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.