# EngageLab SDK: 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/engagelab-sdk

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 104 | 100% | 1 |

## And against it

- "Apps using older versions of EngageLab were pulled from Google Play." (DeepSeek V4 Flash, In-app messaging)

## 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 | 1 | 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 | 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 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- apps.dtic.mil: 1
- arxiv.org: 1
- avira.com: 1
- canada.ca: 1
- cellebrite.com: 1
- cisa.gov: 1
- eff.org: 1
- euronews.com: 1
- forbes.com: 1
- fyntralink.com: 1

### Pages cited

- https://apps.dtic.mil/sti/pdfs/AD1092652.pdf: 1
- https://arxiv.org/pdf/2412.20231v1: 1
- https://avira.com/en/blog/is-telegram-safe: 1
- https://canada.ca/content/dam/nsicop-cpsnr/research-papers/geist_lawful_intercept_platforms_en.pdf: 1
- https://cellebrite.com/en/blog/mobile-app-security-risks: 1
- https://cisa.gov/sites/default/files/2024-12/guidance-mobile-communications-best-practices.pdf: 1
- https://eff.org/deeplinks/2025/12/breachies-2025-worst-weirdest-most-impactful-data-breaches-year: 1
- https://euronews.com/2025/06/26/swipe-right-but-watch-your-data-dating-app-hit-with-ai-privacy-complaint: 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.