# MangoApps vs Sling: which do AI models recommend for frontline employee apps, September 2026

HR AI Recommendation Index, September 2026 Edition, Frontline employee apps. Zero of twelve models named MangoApps first on the direct prompt; zero named Sling. Page: https://hr-ai-index.com/experience/frontline-employee-apps/mangoapps-vs-sling/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| MangoApps | 2% | #5 of 15 | 0% | 11 | 9 of 12 |
| Sling | 2% | #6 of 15 | 0% | 10 | 7 of 12 |

## The direct prompt, model by model

- Gemini 3.5 Flash: neither first, one named (first choices: Blink) (alternatives: Beekeeper, Connecteam, MangoApps)
- Claude Haiku 4.5: neither named (first choices: Connecteam) (alternatives: HUB, Speakap)
- GPT-5.4 mini: neither named (first choices: Workvivo) (alternatives: Staffbase, WorkJam)
- Perplexity Sonar: neither named (first choices: Blink) (alternatives: Connecteam, Oak Engage, Speakap, Staffbase, WorkJam)
- Grok 4.1 Fast: neither named (first choices: Blink) (alternatives: Beekeeper, Connecteam, Staffbase, Workvivo)
- Mistral Small: neither named (first choices: Beekeeper, Connecteam) (alternatives: Blink)
- DeepSeek V4 Flash: neither named (first choices: Beekeeper) (alternatives: Blink, Connecteam)
- Llama 4 Maverick: neither named (first choices: Beekeeper) (alternatives: Blink, Connecteam, Deputy)
- Qwen 3.7 Flash: neither named (first choices: Connecteam) (alternatives: Alaya, Microsoft Teams, Slack)
- Kimi K2: neither named (first choices: Connecteam) (alternatives: Beekeeper, Blink, Sociabble, Staffbase)
- GLM 4.7 FlashX: neither named (first choices: Blink) (alternatives: Beekeeper, ChangeEngine, Connecteam, Staffbase, WorkJam, YOOBIC)
- MiniMax M2.5: neither named (first choices: Beekeeper, Connecteam) (alternatives: Blink, Sociabble, Speakap)

## What the models said about MangoApps

- "My Top Recommendation: MangoApps or Skedulo" (MiniMax M2.5, paraphrase prompt, first choice)
- "Unified platform for mixed desk + frontline staff with HR/learning integration | MangoApps" (GLM 4.7 FlashX, comparative prompt, alternative)

## What the models said about Sling

- "the best frontline employee communication app is usually Sling if your team is small and scheduling-centric" (Perplexity Sonar, budget prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.