| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Mobile apps | Marketing | 0% | 136 of 136 | 56% | 16 | criticized challenger |
| Programmatic and display advertising | Marketing | 0% | 29 of 96 | 0% | 1 | under 10 labels · led by StackAdapt at 61% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 1 | 1 | 2 | 4 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 2 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“major, vetted networks (e.g., Apple Search Ads, Google App Campaigns, Meta, TikTok, Unity Ads, AppLovin, Liftoff)” Gemini 3.5 Flash · Mobile apps · negative prompt · alternative
“AppLovin/Liftoff for programmatic game/in-app scale” Qwen 3.7 Flash · Mobile apps · comparative prompt · alternative
“AppLovin (good filtering performance)” Mistral Small · Programmatic · negative prompt · alternative
“For Gaming: AppLovin” GLM 4.7 FlashX · Mobile apps · comparative prompt · alternative
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.
“What to Avoid on a Budget - Programmatic DSPs (AppLovin, IronSource, Unity Ads) - require $10K+/month minimum” Mistral Small · Mobile apps · budget prompt · hard negative
“Avoid complex Demand-Side Platforms (DSPs) like AppLovin or Liftoff, which require high spend ($15k+/month)” Qwen 3.7 Flash · Mobile apps · budget prompt · hard negative
“Risk level: Very high - avoid unless you can conduct extensive independent verification” Mistral Small · Mobile apps · negative prompt · hard negative
“Avoid higher-volume platforms such as AppLovin and Liftoff on a very small budget” Perplexity Sonar · Mobile apps · budget prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 28 answers that named AppLovin and are not a share of its labels.
Twenty-nine of the twenty-nine domain citations in answers naming AppLovin 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 · 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 AppLovin'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 AppLovin, 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 applovin.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.