# Lattice Engagement module: 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/hr/vendors/lattice-engagement-module

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 86 | 100% | 1 |

## And against it

- "Lattice at $4/seat/mo but with a $4k/year floor" (Muse Glimmer 30B, Employee engagement surv)

## 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 | 0 | 0 |
| 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 | 1 | 1 |

## Sources returned with these answers

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

### Domains cited

- capterra.com: 1
- culturro.com: 1
- effy.ai: 1
- firsthr.app: 1
- fitsmallbusiness.com: 1
- hrstacks.com: 1
- joinblink.com: 1
- kurums.com: 1
- learn.g2.com: 1
- softwarecompare.net: 1

### Pages cited

- https://capterra.com/p/72395/Employee-Engagement-Survey: 1
- https://culturro.com/hr-software/employee-engagement: 1
- https://effy.ai/blog/employee-survey-software: 1
- https://firsthr.app/compare/performance/employee-satisfaction-survey-software: 1
- https://fitsmallbusiness.com/employee-engagement-tools: 1
- https://hrstacks.com/employee-engagement-software: 1
- https://joinblink.com/intelligence/best-employee-engagement-software: 1
- https://kurums.com/free-employee-survey-tools: 1

## 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.