# goHappy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/hr/vendors/gohappy

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 0% | 20 | 0% | 5 |

## What the models said for it

- "platforms that operate on a no-app SMS model (like Yourco or GoHappy)" (DeepSeek V4 Flash, Frontline employee apps)
- "Best when app adoption is unrealistic: Yourco or goHappy." (Perplexity Sonar, Frontline employee apps)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named goHappy, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- oak.com: 7
- mangoapps.com: 6
- joinblink.com: 4
- agilityportal.io: 3
- apps.apple.com: 3
- g2.com: 3
- leadchangegroup.com: 3
- microsoft.com: 3
- pebb.io: 3
- yourco.io: 3

### Pages cited

- https://oak.com/blog/best-frontline-software-in-2026-10-platforms-compared: 6
- https://mangoapps.com/articles/frontline-communication-platforms-guide: 5
- https://agilityportal.io/blog/best-frontline-communication-tools: 3
- https://mangoapps.com/articles/best-frontline-communication-software: 3
- https://microsoft.com/en-us/microsoft-365/enterprise/frontline: 3
- https://oak.com/blog/best-frontline-employee-workplace-hubs-in-2026: 3
- https://yourco.io/blog/gohappy-alternatives: 3
- https://guideflow.com/blog/frontline-worker-software: 2

## Record

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