# NationBuilder: 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/nationbuilder

## 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% | 89 | 100% | 1 |

## And against it

- "Political Engagement Platforms (e.g., NationBuilder) ... Research has identified concerning uses including: Mobilization tools for hate groups" (Kimi K2, 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 | 1 | 1 |
| 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 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- akumina.com: 1
- boost-social-media.com: 1
- builder.aws.com: 1
- cisa.gov: 1
- engagedly.com: 1
- epistic.net: 1
- f-secure.com: 1
- fticonsulting.com: 1
- gaminghq.eu: 1
- group.teamlease.com: 1

### Pages cited

- https://akumina.com/privacy-policy: 1
- https://boost-social-media.com/is-it-safe-to-buy-followers: 1
- https://builder.aws.com/content/3EaZj5CAiqVa2BxnaopRXH1u4Mz/beware-of-fake-engagement-on-social-media-platforms: 1
- https://cisa.gov/sites/default/files/publications/social_media_bots_infographic_set_508.pdf: 1
- https://engagedly.com/privacy: 1
- https://epistic.net/blogs/detect-fake-followers-social-media: 1
- https://f-secure.com/en/scam-protection/instagram-scams: 1
- https://fticonsulting.com/insights/articles/scam-risk-management-regulation-australia-response-global-banks: 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.