# Outlook: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/outlook

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Meeting scheduling](https://www.gane.ai/index/gtm/sales/meeting-scheduling/index.md) | 0% | 66 | 67% | 3 |
| [Email marketing platforms](https://www.gane.ai/index/gtm/marketing/email-marketing/index.md) | 0% | 45 | 100% | 1 |

## What the models said for it

- "Designed for corporate environments... Best For: Enterprises" (Qwen 3.7 Flash, Scheduling)

## And against it

- "Platforms to Avoid Entirely - Free email services (Gmail, Outlook, Yahoo Mail, etc.)" (GLM 4.7 FlashX, Email marketing)
- "Google Find a Time and Outlook/Teams Scheduling Assistant only account for internal team members, making them ineffective for external meetings." (Mistral Small, Scheduling)
- "Outlook and Google Calendar fail in high-volume event environments, suggesting they may not be ideal for complex scheduling scenarios." (Claude Haiku 4.5, Scheduling)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 Outlook, from 4 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 2
- upflex.com: 2
- zeeg.me: 2
- aimeetings.dev: 1
- arxiv.org: 1
- axiobench.com: 1
- ayautomate.com: 1
- bankinfosecurity.com: 1
- bizibl.com: 1
- cal.com: 1

### Pages cited

- https://upflex.com/blog/meeting-room-scheduling-software-comparison: 2
- https://aimeetings.dev/blog/latest-meeting-scheduling-automation-2026-what-works: 1
- https://arxiv.org/pdf/2606.07867: 1
- https://axiobench.com/best/enterprise-meeting-management-software: 1
- https://axiobench.com/best/enterprise-meeting-software: 1
- https://ayautomate.com/blog/ai-meeting-scheduling-tool: 1
- https://bankinfosecurity.com/google-calendar-privacy-concerns-raised-a-13133: 1
- https://bizibl.com/marketing/article/15-signs-your-email-marketing-software-isnt-working-you: 1

## 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.