# Meta Advantage+ App Campaigns vs OneSignal: which do AI models recommend for mobile apps, September 2026

GTM AI Recommendation Index, September 2026 Edition, Mobile apps. Zero of twelve models named Meta Advantage+ App Campaigns first on the direct prompt; two named OneSignal. Page: https://gtm-ai-index.com/marketing/mobile-apps/meta-advantage-app-campaigns-vs-onesignal/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Meta Advantage+ App Campaigns | 15% | #1 of 16 | 10% | 20 | 11 of 12 |
| OneSignal | 9% | #4 of 16 | 3% | 35 | 12 of 12 |

## The direct prompt, model by model

- DeepSeek V4 Flash: onesignal first (first choices: OneSignal) (alternatives: Customer.io, MoEngage)
- MiniMax M2.5: onesignal first (first choices: OneSignal) (alternatives: Acoustic, Google Ads)
- GPT-5.4 mini: neither first, one named (first choices: Braze) (alternatives: CleverTap, Iterable, OneSignal)
- Mistral Small: neither first, one named (first choices: Braze, CleverTap) (alternatives: Adobe Marketo Engage, AppsFlyer, Firebase, Insider, OneSignal)
- Kimi K2: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: 6sense Revenue AI, Airship, Braze, OneSignal)
- Claude Haiku 4.5: neither named (alternatives: Acoustic, Braze, Customer.io, MoEngage)
- Gemini 3.5 Flash: neither named (first choices: Customer.io) (alternatives: Appcues, AppsFlyer, Branch, MoEngage, Pendo)
- Perplexity Sonar: neither named (first choices: HubSpot Marketing Hub, MoEngage) (alternatives: Braze, Customer.io)
- Grok 4.1 Fast: neither named (first choices: AppsFlyer) (alternatives: Adjust, Branch, Singular)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Customer.io) (alternatives: Braze, HubSpot)
- GLM 4.7 FlashX: neither named (first choices: AppsFlyer) (alternatives: Adjust, Branch, Braze)

## What the models said about Meta Advantage+ App Campaigns

- "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

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.