# MangoApps: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 28 judge labels across 2 categories by 11 of 12 models. Page: https://hr-ai-index.com/vendors/mangoapps/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Frontline employee apps | 2% | 6 | 0% | 11 |
| Internal communications and intranet | 2% | 11 | 0% | 17 |

## What the models said for it

- "MangoApps | Mixed Workforce (Desk & Frontline) | Unified platform ... with AI-native search." (GLM 4.7 FlashX, Internal communications)
- "recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits" (MiniMax M2.5, Internal communications)
- "My Top Recommendation: MangoApps or Skedulo" (MiniMax M2.5, Frontline employee apps)
- "Unified platform for mixed desk + frontline staff with HR/learning integration | MangoApps" (GLM 4.7 FlashX, Frontline employee apps)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.