# Ribbon: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/ribbon

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HR AI assistants](https://www.gane.ai/index/hr/experience/hr-ai-assistants/index.md) | 0% | 137 | 0% | 1 |
| [Video interviewing](https://www.gane.ai/index/hr/talent/video-interviewing/index.md) | 0% | 58 | 100% | 1 |

## And against it

- "Mercor, Apriora, Ribbon, HireVue, and virtually every AI interview platform record your video, audio, and sometimes your screen." (Muse Glimmer 30B, Video interviewing)

## 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 | 1 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ribbon, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- lister.ai: 2
- aceround.app: 1
- adp.com: 1
- apps.adp.com: 1
- botsify.com: 1
- captaincompliance.com: 1
- careerplug.com: 1
- crestresearch.ac.uk: 1
- criteriacorp.com: 1
- culturro.com: 1

### Pages cited

- https://lister.ai/ai/hr/ai-hr-assistants: 2
- https://aceround.app/blog/do-ai-interviews-record-you: 1
- https://adp.com/what-we-offer/ai-solutions/ai-capabilities.aspx: 1
- https://apps.adp.com/en-US/pages/ai: 1
- https://botsify.com/blog/best-ai-agents-for-hr-teams: 1
- https://captaincompliance.com/news/sued-breached-and-betrayed-how-mercors-trust-in-a-fraudulent-compliance-startup-exposed-40000-people-to-hackers: 1
- https://careerplug.com/one-way-video-interview: 1
- https://crestresearch.ac.uk/download/4166/ai_in_recruitment.pdf: 1

## What it publishes

Every page ribbon.ai exposes, read 2026-09-29: 375 addresses. By kind, pages and the last 90 days:

- blog: 110 pages, 0 in the last 90 days, latest undated
- case study: 8 pages, 0 in the last 90 days, latest undated
- comparison: 29 pages, 0 in the last 90 days, latest undated
- template or tool: 6 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated

## 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.