| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Mobile apps | Marketing | 15% | 1 of 136 | 10% | 20 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.1 Fast | 1 | 1 | 1 | 0 | 3 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 2 | 0 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“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 · Mobile apps · 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 · Mobile apps · budget prompt · first choice
“Tier 1 - Proven Safe: - Meta Advantage+ App Campaigns (with strict placement controls)” Mistral Small · Mobile apps · negative prompt · first choice
“Meta Advantage+ App Campaigns: No minimum spend; automated bidding. Start with $100/day” GLM 4.7 FlashX · Mobile apps · budget prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“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 · Mobile apps · 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 · Mobile apps · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 10 of the 36 answers that named Meta Advantage+ App Campaigns and are not a share of its labels.
Forty-nine of the forty-nine domain citations in answers naming Meta Advantage+ App Campaigns came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Meta Advantage+ App Campaigns's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Meta Advantage+ App Campaigns, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at meta.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.