# Meta: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 0% | 92 | 100% | 1 |
| [Job advertising and distribution](https://www.gane.ai/index/hr/talent/job-advertising-and-distribution/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "Ideal for high-volume hiring with a broad audience. Costs ~$0.50–$2.00 per click." (Muse Glimmer 30B, Job advertising)

## And against it

- "High-Risk Apps to Avoid or Limit ... Collect vast amounts of data ... Known for sharing with advertisers and third parties." (Grok 4.20, Frontline employee apps)

## 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Meta, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- indeed.com: 2
- pin.com: 2
- about.fb.com: 1
- acquireroi.com: 1
- adway.ai: 1
- apnews.com: 1
- applicantz.io: 1
- apps.apple.com: 1
- boostie.com: 1
- boostpoint.com: 1

### Pages cited

- https://about.fb.com/news/2022/06/expanding-our-work-on-ads-fairness: 1
- https://acquireroi.com/posts/the-ultimate-guide-to-job-advertising-best-platforms-for-maximum-visibility-in-2025: 1
- https://adway.ai/insights/top-programmatic-social-media-job-advertising-platforms-for-2025: 1
- https://apnews.com/article/employer-surveillance-bossware-tracking-workplace-7d61e74242b872457bbfcf2223f9ebd5: 1
- https://applicantz.io/best-job-boards-for-hiring-in-2025: 1
- https://apps.apple.com/it/app/frontline-workplace/id1496923777: 1
- https://boostie.com/blog/candidate-fraud: 1
- https://boostpoint.com/how-to-advertise-a-job: 1

## In its own words

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

- Positioning: Shop AI glasses, take photos, play music, and talk to AI. Explore Meta wearable tech for everyday life. (https://meta.com/)
- For: people looking for wearable tech for everyday life (https://meta.com/)
- Price stated: starting at 224 (https://meta.com/)
- Starting price: 224 (https://meta.com/)

## What it publishes

Every page meta.com exposes, read 2026-09-29: 10004 addresses. By kind, pages and the last 90 days:

- blog: 1 pages, 0 in the last 90 days, latest undated
- case study: 11 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 68 pages, 0 in the last 90 days, latest undated
- conference or event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 38 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 571 pages, 0 in the last 90 days, latest undated
- news or press: 2 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.