# Exceed.ai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/exceed-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Conversational marketing platforms](https://www.gane.ai/index/gtm/marketing/conversational-marketing/index.md) | 0% | 34 | 0% | 2 |

## What the models said for it

- "Platforms that generally receive positive reviews include" (GLM 4.7 FlashX, Conversational mktg)

## 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 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Exceed.ai, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- capterra.com: 2
- cloudtalk.io: 2
- softwareadvice.com: 2
- thecmo.com: 2
- 1mind.com: 1
- arxiv.org: 1
- aws.amazon.com: 1
- bbb.org: 1
- braze.com: 1

### Pages cited

- https://cloudtalk.io/blog/best-conversational-marketing-software: 2
- https://g2.com/categories/conversational-marketing: 2
- https://softwareadvice.com/conversational-marketing: 2
- https://thecmo.com/tools/best-conversational-marketing-platform: 2
- https://1mind.com/blog-articles/the-6-best-conversational-marketing-platforms-in-2026: 1
- https://arxiv.org/html/2504.04299v2: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-vjr7ivjk3kwfw: 1
- https://bbb.org/all/scamstudies/AI_Customer_Service_Scam_Study/full-scam-study: 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.