# Firebase In-App Messaging: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/firebase-in-app-messaging

## 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% | 9 | 0% | 8 |

## 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)
- "focuses on engagement campaigns (prompts, tips, upgrade nudges) rather than user-to-user communication" (MiniMax M2.5, In-app messaging)
- "Completely free for most use cases... Ideal for Android/iOS apps but less omnichannel than OneSignal." (Grok 4.20, In-app messaging)
- "Build-your-own approach with Google infrastructure; most cost-effective for small apps" (Kimi K2, In-app messaging)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Firebase In-App Messaging, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- cometchat.com: 5
- github.com: 5
- guideflow.com: 5
- pushwoosh.com: 5
- userpilot.com: 4
- getstream.io: 3
- businessofapps.com: 2
- dupple.com: 2
- firebase.google.com: 2 (its own site)
- gallabox.com: 2

### Pages cited

- https://github.com/ishandutta2007/Awesome-In-App-Direct-Messaging: 5
- https://pushwoosh.com/blog/best-in-app-messaging-platforms: 5
- https://guideflow.com/blog/in-app-messaging-software: 4
- https://userpilot.com/blog/in-app-messaging-tools: 4
- https://cometchat.com/blog/in-app-messaging-tools: 3
- https://businessofapps.com/marketplace/in-app-messaging: 2
- https://cometchat.com/blog/best-enterprise-chat-platforms-for-in-app-messaging-2026: 2
- https://dupple.com/learn/best-in-app-messaging-tools: 2

## In its own words

What Firebase In-App Messaging's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Send targeted, contextual messages that encourage app exploration and discovery. (https://firebase.google.com/products/in-app-messaging)
- For: users who are actively using your app (https://firebase.google.com/products/in-app-messaging)
- Price stated: There's no cost to using In-App Messaging. (https://firebase.google.com/products/in-app-messaging)
- Free plan or trial: There's no cost to using In-App Messaging. (https://firebase.google.com/products/in-app-messaging)
- Customers named: Acintyo, Tamedia, NPR, Halfbrick, Duolingo, Venmo

## What it publishes

Every page firebase.google.com exposes, read 2026-09-29: 610 addresses. By kind, pages and the last 90 days:

- case study: 23 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 0 in the last 90 days, latest undated

## 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.