# CareerOneStop: 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/careeronestop

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Job advertising and distribution](https://www.gane.ai/index/hr/talent/job-advertising-and-distribution/index.md) | 0% | 35 | 0% | 1 |

## What the models said for it

- "use CareerOneStop for government-supported job resources" (Perplexity Sonar, Job advertising)

## 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 | 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 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- bbb.org: 1
- consumer.ftc.gov: 1
- consumer.gov: 1
- ftc.gov: 1
- news.va.gov: 1
- totaldefense.com: 1

### Pages cited

- https://bbb.org/content/dam/0734-st-louis/job-scams/JOB%20SCAMS%20STUDY%20v5.pdf: 1
- https://consumer.ftc.gov/articles/job-scams: 1
- https://consumer.ftc.gov/consumer-alerts/2021/04/dont-let-job-scams-block-your-path-forward: 1
- https://consumer.ftc.gov/consumer-alerts/2023/01/looking-job-scammers-might-be-looking-you: 1
- https://consumer.ftc.gov/consumer-alerts/2023/05/scammers-are-hijacking-job-ads-heres-how-spot-fakes: 1
- https://consumer.ftc.gov/consumer-alerts/2024/07/looking-job-spot-scams: 1
- https://consumer.gov/scams-identity-theft/job-scams-explained: 1
- https://ftc.gov/business-guidance/blog/2023/01/taking-ploy-out-employment-scams: 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.