Zero of fourteen models named Google App Campaigns first on the direct prompt; zero named Apple Search Ads. Google App Campaigns was named by thirteen of the fourteen models and Apple Search Ads by nine and Google App Campaigns carries 19 labels and Apple Search Ads 12, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in one category this edition.
Named in two categories 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.
Across every category in the October 2026 Edition, Google App Campaigns and Apple Search Ads were named in the same answer nineteen times, of the 33 answers naming Google App Campaigns and the 32 naming Apple Search Ads. In those answers Apple Search Ads took the first choice five times and Google App Campaigns six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AS | |||||
| 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 | AS | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you can spend a few hundred dollars, start with Apple Search Ads – you'll get high-intent users at the lowest average CPI.” MiniMax M2.5 · budget prompt · first choice
“Overall Best for Limited Budget: Apple Search Ads if iOS-focused (highest quality, lowest barrier).” Grok 4.1 Fast · budget prompt · first choice
“This is widely considered the best place to start for iOS apps. It requires very low minimum daily budgets” Qwen 3.7 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.