# Facebook: 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/facebook

## 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% | 82 | 100% | 1 |

## And against it

- "Top sources for shopping scams (fake ads for cheap high-value items leading to malware or non-delivery), impersonation, and giveaway fraud." (Grok 4.20, 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 | 1 | 1 |
| 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 Facebook, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bbbmarketplacetrust.org: 2
- consumer.ftc.gov: 2
- asic.gov.au: 1
- bangaloremirror.indiatimes.com: 1
- bitdefender.com: 1
- business.gov.uk: 1
- chase.com: 1
- ftc.gov: 1
- smallbusiness.nsw.gov.au: 1
- techwyse.com: 1

### Pages cited

- https://asic.gov.au/about-asic/news-centre/news-items/asic-warns-small-businesses-to-be-on-high-alert-for-scams: 1
- https://bangaloremirror.indiatimes.com/bangalore/cover-story/love-is-just-a-scam-away/articleshow/135409082.cms: 1
- https://bbbmarketplacetrust.org/wp-content/uploads/2024/04/2023-BBBScamTracker-RiskReport-US-040224.pdf: 1
- https://bbbmarketplacetrust.org/wp-content/uploads/2025/02/2024-BBBScamTracker-RiskReport-Highlights.pdf: 1
- https://bbbmarketplacetrust.org/wp-content/uploads/2025/02/2024-RiskReport-CA.pdf: 1
- https://bbbmarketplacetrust.org/wp-content/uploads/2025/02/2024-RiskReport-US.pdf: 1
- https://bitdefender.com/en-us/blog/hotforsecurity/think-twice-before-you-buy-avoiding-scams-in-social-media-ads: 1
- https://business.gov.uk/support/digital-technology-cyber-security/avoiding-online-scams-fraud: 1

## In its own words

What Facebook's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Explore the things you love. (https://facebook.com/)

## What it publishes

Every page facebook.com exposes, read 2026-09-29: 22 addresses. By kind, pages and the last 90 days:

- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 17 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.