# FCM: 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/fcm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 2% | 15 | 0% | 1 |

## What the models said for it

- "Top Pick: Firebase In-App Messaging + FCM ... 100% Free (No volume caps)" (Gemini 3.5 Flash, In-app messaging)

## 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 | 1 | 0 | 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 FCM, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- onesignal.com: 3
- sec.gov: 2
- suprsend.com: 2
- airship.com: 1
- appypie.com: 1
- attentive.com: 1
- aws.amazon.com: 1
- azure.microsoft.com: 1
- bestnewsletterplatforms.com: 1
- braze.com: 1

### Pages cited

- https://airship.com/docs/reference/billing: 1
- https://airship.com/docstest/reference/billing: 1
- https://airship.com/pricing: 1
- https://appypie.com/blog/best-push-notification-services: 1
- https://attentive.com/: 1
- https://attentive.com/blog/best-sms-marketing-platforms: 1
- https://aws.amazon.com/marketplace/pp/prodview-aymn3kwhdrwao: 1
- https://azure.microsoft.com/en-us/products/notification-hubs: 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.