Firebase Cloud Messaging
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
OneSignal is first at 51%.
OneSignal is first at 44%.
Braze is first at 55%.
Why models recommend it
“Google's free push notification service that's ideal for small to medium businesses starting out. It's free to use”Claude Haiku 4.5 · Budget-constrained question · first choice
“Absolute lowest cost (with developer) | FCM + Twilio | Push is 100% free; SMS is raw wholesale cost per message.”Gemini 3.5 Flash · Budget-constrained question · first choice
“Firebase Cloud Messaging is the cheapest option because push delivery is free; however, it does not provide a comparable built-in SMS marketing system”Perplexity Sonar · Budget-constrained question · alternative
“Completely free, no marketing layer ... Best for: Teams that only need basic push delivery and want to keep costs minimal.”GLM 4.7 FlashX · Budget-constrained question · alternative
What gives them pause
“Use cautiously for marketing. It is primarily a free push-delivery infrastructure layer, not a full campaign-management”Perplexity Sonar · Negative question · warning
“it does not provide a complete marketing layer for segmentation, campaign orchestration, SMS, or lifecycle analytics”Perplexity Sonar · Comparative question · warning
“Research shows messaging apps leak metadata and sometimes message content to FCM; Google's data collection practices”Kimi K2 · Negative question · warning
“Firebase Cloud Messaging is free for unlimited push on Android, iOS, and web, but it delivers push only.”Claude Haiku 4.5 · Comparative question · warning
Also on the shortlist
The products named in the same answers as Firebase Cloud Messaging, over the 45 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 41 | 18 | Compare → | |
| 26 | 2 | Compare → | |
| 25 | 7 | Compare → | |
| 19 | 3 | View → | |
| 18 | 0 | View → | |
| 18 | 0 | View → | |
| 16 | 1 | Compare → | |
| 15 | 2 | View → | |
| 15 | 1 | Compare → | |
| 15 | 0 | View → |
What the models named instead of Firebase Cloud Messaging →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 34 of the 45 answers that named Firebase Cloud Messaging and are not a share of its labels.
Domains cited
No domain is on file for Firebase Cloud Messaging, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |