# LIAPP: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/liapp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Application shielding](https://www.gane.ai/index/it/developer/application-shielding/index.md) | 2% | 10 | 0% | 7 |

## What the models said for it

- "Guardsquare's free tier or LIAPP's one-time $39.99 payment would be your best starting points" (Claude Haiku 4.5, App shielding)
- "If you're Android-only and need cheap hardening, LIAPP is your best paid option." (DeepSeek V4 Flash, App shielding)
- "Best low-cost alternative: LIAPP" (Perplexity Sonar, App shielding)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named LIAPP, from 16 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 15
- luciq.ai: 12
- guideflow.com: 7
- gbhackers.com: 6
- preemptive.com: 6
- softwaresuggest.com: 5
- sourceforge.net: 5
- gane.ai/index: 4
- topbusinesssoftware.com: 4
- blog.ostorlab.co: 3

### Pages cited

- https://luciq.ai/blog/top-mobile-app-protection-and-shielding-tools: 12
- https://g2.com/categories/application-shielding: 10
- https://guideflow.com/blog/application-shielding-software: 7
- https://gbhackers.com/best-mobile-appsec-compared: 5
- https://softwaresuggest.com/application-shielding-software: 5
- https://g2.com/categories/application-shielding/enterprise: 4
- https://sourceforge.net/software/application-shielding: 4
- https://blog.ostorlab.co/best-tools-mobile-app-shielding-bypass.html: 3

## Record

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