Meta Advantage+ App Campaigns vs OneSignal
Zero of twelve models named Meta Advantage+ App Campaigns first on the direct prompt; two named OneSignal. Meta Advantage+ App Campaigns was named by eleven of the twelve models and OneSignal by twelve and Meta Advantage+ App Campaigns carries 20 labels and OneSignal 35, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in one category this edition.
By Q140701571, San Mateo, United States, founded 2011. Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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
Meta Advantage+ App CampaignsFirst choices, of twelve modelsOneSignal
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 4.1 Fast | | | | | ||
| Mistral Small | | | | | | |
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | |
Meta Advantage+ App Campaigns OneSignal first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Advantage+ App Campaigns on the left and OneSignal on the right.The direct prompt
OneSignal first, Meta Advantage+ App Campaigns not the choice
2 of 12 modelsMeta Advantage+ App Campaigns was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 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
OneSignal43%#1 of 12Meta Advantage+ App Campaigns2%#8 of 12Meta Advantage+ App Campaigns15%#1 of 16OneSignal9%#4 of 16Meta Advantage+ App Campaigns0%#– of 11OneSignal0%#– of 11What the models said about Meta Advantage+ App Campaigns
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Social platforms (Meta, TikTok, Snapchat) self-report engagement metrics creating conflicts of interest, with click farms and bot-driven engagement inflating reach figures” Claude Haiku 4.5 · negative prompt · soft negative
“Strict walled gardens like Google Ads, Meta, TikTok, and similar platforms can deliver scale, but they also enforce tight compliance rules” Perplexity Sonar · negative prompt · soft negative
“The best mobile app marketing platform for a company with a limited budget is Meta Advantage+ App Campaigns and Google App Campaigns.” Llama 4 Maverick · budget prompt · first choice
“Meta often has lower CPI ($1.80-2.30 US non-gaming) vs. Google ($2.90-3.40), and both suit constrained budgets better” Grok 4.1 Fast · budget prompt · first choice
“Tier 1 - Proven Safe: - Meta Advantage+ App Campaigns (with strict placement controls)” Mistral Small · negative prompt · first choice
What the models said about OneSignal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“OneSignal for engagement (free to start, $19/month when you grow) — it's the highest-value single marketing tool for small teams.” DeepSeek V4 Flash · budget 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.