OneSignal vs Google App Campaigns
Zero of fourteen models named OneSignal first on the direct prompt; zero named Google App Campaigns. OneSignal was named by twelve of the fourteen models and Google App Campaigns by thirteen and OneSignal carries 31 labels and Google App Campaigns 19, so the shares are not directly comparable.
By Q140701571, San Mateo, United States, founded 2011. Named in four categories this edition.
By Google, Mountain View, California, United States, founded 1998. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the mobile apps page.
By framing
OneSignalFirst choices, of fourteen modelsGoogle App Campaigns
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | |||||
| Grok 4.20 | | | | |||
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | |
OneSignal Google App Campaigns first choice named as an alternative argued againstblank: not namedEach cell is one answer, OneSignal on the left and Google App Campaigns on the right.The direct prompt
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
OneSignal31%#1 of 16Google App Campaigns8%#2 of 16OneSignal7%#4 of 18Google App Campaigns7%#5 of 18OneSignal4%#7 of 12Google App Campaigns—not namedWhat the models said about OneSignal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“It's the most accessible entry point for engagement with strong push notification infrastructure, simple integration, and a generous free tier, making it the right starting point” Claude Haiku 4.5 · budget prompt · first choice
“OneSignal — Best Value All-Around ... For the majority of small-budget companies, OneSignal (free tier) ... gives the best overall value.” DeepSeek V4 Flash · budget prompt · first choice
What the models said about Google App Campaigns
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Google can spend a significant portion of your budget displaying your ads in free mobile games... Be sure to aggressively utilize negative placement exclusions.” Gemini 3.5 Flash · negative prompt · soft negative
“The best mobile app marketing platforms for a company with a limited budget are Meta Advantage+ App Campaigns and Google App Campaigns.” Llama 4 Maverick · budget prompt · first choice
“Meta Advantage+ App Campaigns and Google App Campaigns are the best mobile advertising apps for constrained budgets.” Muse Glimmer 30B · budget prompt · first choice
“Stick with well-established, transparent platforms like: Google App Campaigns (with Google's fraud protections)” DeepSeek V4 Flash · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.