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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| OneSignal | 7% | #4 of 18 | 0% | 31 | 12 of 14 |
| Meta Advantage+ App Campaigns | 5% | #8 of 18 | 25% | 20 | 13 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Customer.io) (alternatives: Airship, Braze, OneSignal)
- Gemini 3.5 Flash: neither first, one named (first choices: Customer.io) (alternatives: Branch, OneSignal)
- Mistral Small: neither first, one named (first choices: CleverTap, Customer.io) (alternatives: Amplitude, AppsFlyer, Iterable, OneSignal, Pendo)
- DeepSeek V4 Flash: neither first, one named (first choices: Customer.io) (alternatives: MoEngage, OneSignal)
- Qwen 3.7 Flash: neither first, one named (first choices: Adobe Marketo Engage) (alternatives: ActiveCampaign, HubSpot Marketing Hub, OneSignal)
- Kimi K2: neither first, one named (first choices: Customer.io, HubSpot Marketing Hub) (alternatives: Intercom, OneSignal)
- MiniMax M2.5: neither first, one named (first choices: Customer.io) (alternatives: Braze, OneSignal)
- GPT-6 Luna: neither first, one named (first choices: Customer.io) (alternatives: AppsFlyer, Branch, Braze, OneSignal)
- Claude Haiku 4.5: neither named (first choices: Braze, CleverTap) (alternatives: Customer.io, Intercom)
- Perplexity Sonar: neither named (first choices: Affise MMP) (alternatives: ActiveCampaign, AppsFlyer, MoEngage)
- Grok 4.1 Fast: neither named (first choices: Adjust) (alternatives: Branch)
- Llama 4 Maverick: neither named (alternatives: Acoustic, AppsFlyer, Braze, CleverTap, Customer.io)
- GLM 4.7 FlashX: neither named (first choices: Braze, CleverTap, Iterable) (alternatives: Affise, AppsFlyer, Branch, MoEngage)
- Muse Glimmer 30B: neither named (first choices: CleverTap, Customer.io) (alternatives: Dreamdata, MoEngage)

## What the models said about OneSignal

- "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 Meta Advantage+ App Campaigns

- "warn against depending only on Google/Meta, or only one channel like Instagram ads, because platform changes can hurt performance" (Perplexity Sonar, negative prompt, soft negative)
- "Self-attributing "walled garden"; critics argue they take too much credit for installs; attribution disputes are common" (GLM 4.7 FlashX, negative prompt, soft negative)
- "Even major, reputable platforms (like Google and Meta) require careful configuration to avoid wasting your budget" (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)
- "the best mobile app marketing platforms are Meta Advantage+ App Campaigns and Google App Campaigns" (Mistral Small, budget prompt, first choice)

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. 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.