# Formzz: 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/formzz

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Conversational marketing platforms](https://www.gane.ai/index/gtm/marketing/conversational-marketing/index.md) | 0% | 68 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 Formzz, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- formzz.com: 3 (its own site)
- instantdm.com: 3
- wonderchat.io: 3
- questera.ai: 2
- setsmart.io: 2
- blog.hubspot.com: 1
- boei.help: 1
- dapta.ai: 1
- herothemes.com: 1
- hyperleap.ai: 1

### Pages cited

- https://formzz.com/blog/best-website-chat-tools: 3
- https://instantdm.com/blog/best-live-chat-tools-for-lead-generation-2026: 3
- https://wonderchat.io/blog/ai-website-assistants-b2b-demand: 3
- https://questera.ai/blogs/best-conversational-marketing-platforms: 2
- https://setsmart.io/blog/lead-generation-tools: 2
- https://blog.hubspot.com/marketing/b2b-lead-generation-tools: 1
- https://boei.help/blog/best-sales-chatbots-2026: 1
- https://dapta.ai/blog-posts/best-ai-chatbot-for-websites: 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.