# bib.com: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Background screening](https://www.gane.ai/index/hr/talent/background-screening/index.md) | 2% | 10 | 0% | 2 |

## What the models said for it

- "starting with Spokeo for occasional searches or BIB.com for more comprehensive employment screening needs" (MiniMax M2.5, Background screening)

## 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 | 1 | 0 | 0 | 0 | 1 |
| 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 bib.com, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bib.com: 2
- money.com: 2
- backgroundcheckcost.com: 1
- cichecked.com: 1
- firsthr.app: 1
- frontdeskreview.com: 1
- hireright.com: 1
- hireshield.com: 1
- infomart-usa.com: 1
- iprospectcheck.com: 1

### Pages cited

- https://bib.com/small-biz: 2
- https://backgroundcheckcost.com/: 1
- https://bib.com/blog/background-checks-for-small-businesses: 1
- https://cichecked.com/smb: 1
- https://firsthr.app/compare/general/employee-background-check-services: 1
- https://frontdeskreview.com/best/background-checks: 1
- https://hireright.com/industries/business-size/self-service-backgroundchecks-com: 1
- https://hireshield.com/blog/top-5-affordable-background-check-companies-for-2026: 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.