# Google Dialogflow CX: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/google-dialogflow-cx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI voice agents](https://www.gane.ai/index/gtm/customer/ai-voice-agents/index.md) | 0% | 36 | 25% | 4 |

## What the models said for it

- "For lower risk, start with established players like Google Dialogflow, Amazon Lex, or Twilio integrations" (Grok 4.20, AI voice agents)
- "conversational AI with powerful natural language understanding, integrated with Google Cloud" (DeepSeek V4 Flash, AI voice agents)
- "Already using Google Cloud/AWS? → Dialogflow CX or Amazon Connect" (MiniMax M2.5, AI voice agents)

## And against it

- "wouldn't avoid Google Dialogflow CX solely because of its published security fixes" (GPT-6 Luna, AI voice agents)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Dialogflow CX, from 22 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- sobot.io: 7
- stackai.com: 7
- wonderchat.io: 6
- comm100.com: 5
- eesel.ai: 5
- learn.g2.com: 5
- bland.ai: 4
- botpress.com: 4
- capterra.com: 4
- parloa.com: 4

### Pages cited

- https://stackai.com/blog/top-enterprise-chatbot-solutions-to-consider: 7
- https://comm100.com/blog/best-enterprise-ai-chatbots: 5
- https://eesel.ai/blog/chatbot-for-enterprises: 5
- https://learn.g2.com/best-conversational-support-platforms-for-customer-service: 5
- https://wonderchat.io/blog/best-chatbot-tools-enterprise: 5
- https://aissist.io/insights/zendesk-ai-vs-intercom-fin-vs-salesforce-agentforce: 3
- https://botpress.com/blog/customer-service-chatbot-platforms: 3
- https://capterra.com/resources/customer-service-chatbot-platforms: 3

## The company

Google; https://google.com; Mountain View, California, United States; founded 1998; part of Alphabet Inc.. 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.