# Charles: 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/charles

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SMS and WhatsApp marketing platforms](https://www.gane.ai/index/gtm/marketing/sms-and-whatsapp-marketing/index.md) | 0% | 51 | 0% | 1 |

## What the models said for it

- "WhatsApp-first commerce operating system for European and global retail brands." (Gemini 3.5 Flash, SMS & WhatsApp)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 Charles, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- braze.com: 1
- chatmitra.com: 1
- constantcontact.com: 1
- ecommercetech.io: 1
- insiderone.com: 1
- mywifinetworks.com: 1
- postscript.io: 1
- questera.ai: 1
- reddit.com: 1
- salesmessage.com: 1

### Pages cited

- https://braze.com/resources/articles/best-sms-marketing-platforms: 1
- https://chatmitra.com/blog/best-whatsapp-marketing-software: 1
- https://constantcontact.com/blog/best-sms-marketing-platform: 1
- https://ecommercetech.io/blog/best-sms-marketing-tools-for-ecommerce: 1
- https://insiderone.com/whatsapp-marketing-software: 1
- https://mywifinetworks.com/blog/best-whatsapp-marketing-platforms: 1
- https://postscript.io/blog/the-top-sms-marketing-platforms-for-ecommerce-in-2026: 1
- https://questera.ai/blogs/best-whatsapp-marketing-platforms: 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.