# Startapp: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/startapp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 138 | 100% | 1 |

## And against it

- "Historic problematic ad modules often cited in developer warnings include Airpush, Leadbolt, RevMob, Startapp" (Muse Glimmer 30B, Mobile apps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Startapp, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- adskill.com: 1
- android.izzysoft.de: 1
- appexit.com: 1
- appharbr.com: 1
- apps.apple.com: 1
- appsflyer.com: 1
- businessofapps.com: 1
- gamebizconsulting.com: 1
- gamingamericas.com: 1
- help.kayzen.io: 1

### Pages cited

- https://adskill.com/en/blog/in-app-ads-strategies-to-prevent-fraud-and-drive-targeted-traffic: 1
- https://android.izzysoft.de/help: 1
- https://appexit.com/mobile-app-marketing-the-complete-playbook-for-2025: 1
- https://appharbr.com/ad-network-malvertising-rates-nov-2025-jan-2026: 1
- https://apps.apple.com/ca/app/submit-your-app-idea/id994414754: 1
- https://appsflyer.com/products/measurement/fraud-protection: 1
- https://appsflyer.com/resources/reports/ecommerce-app-marketing-2025-report: 1
- https://appsflyer.com/resources/reports/state-fraud-marketers: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.