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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Beekeeper | 9% | #3 of 15 | 4% | 24 | 9 of 12 |
| MangoApps | 2% | #5 of 15 | 0% | 11 | 9 of 12 |

## The direct prompt, model by model

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

## What the models said about Beekeeper

- "giants like Beekeeper or Staffbase often require five-figure annual minimums and custom quotes" (Gemini 3.5 Flash, budget prompt, soft negative)
- "1. Beekeeper - a frontline-specific communications platform designed to connect non-desk workers" (Llama 4 Maverick, direct prompt, first choice)
- "Choose Blink or Beekeeper if your main problem is frontline communication." (Perplexity Sonar, comparative prompt, first choice)
- "Beekeeper excels in multilingual support and operational communications" (MiniMax M2.5, direct prompt, first choice)

## 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)

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.