Zero of twelve models named Meta Advantage+ App Campaigns first on the direct prompt; one named CleverTap. Meta Advantage+ App Campaigns was named by eleven of the twelve models and CleverTap by twelve and Meta Advantage+ App Campaigns carries 20 labels and CleverTap 23, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in one category this edition.
Mountain View, United States, founded 2013. Named in four 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.
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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Skip platforms like Braze, Adjust (Enterprise tier), or CleverTap unless you have significant revenue.” Qwen 3.7 Flash · budget prompt · hard negative
“CleverTap and MoEngage are heavily tailored to B2C e-commerce” Gemini 3.5 Flash · paraphrase prompt · hard negative
“CleverTap stands out as the best balanced choice due to its pricing transparency, strong retention analytics, and focus on behavioral segmentation” Claude Haiku 4.5 · paraphrase prompt · first choice
“Want omnichannel journeys, built-in analytics, mid-market pricing | MoEngage, CleverTap, WebEngage” Kimi K2 · scale prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.