# LinkedIn Jobs: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 31 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/linkedin-jobs

## 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) | 2% | 9 | 37% | 30 |
| [Staffing agency platforms](https://www.gane.ai/index/hr/talent/staffing-agency-platforms/index.md) | 0% | 86 | 0% | 1 |

## What the models said for it

- "For Hard-to-Fill Corporate or Executive Roles: Choose LinkedIn to search for and proactively reach out to passive candidates" (Gemini 3.5 Flash, Job advertising)
- "LinkedIn is considered the best overall job search site due to its reach and networking opportunities" (Llama 4 Maverick, Job advertising)
- "For most employers, start with a combo: LinkedIn for targeted roles + Indeed/ZipRecruiter for volume." (Grok 4.20, Job advertising)
- "combine a generalist board (Indeed or ZipRecruiter) with LinkedIn for professional targeting" (DeepSeek V4 Flash, Job advertising)

## And against it

- "Scammers can post or impersonate employers on mainstream platforms too—including Indeed and LinkedIn—so treat the *listing and recruiter* as unverified until you check them." (GPT-6 Luna, Job advertising)
- "extra cautious on any platform where anyone can post jobs easily—including big sites like Indeed, LinkedIn, and social media" (GPT-5.4 mini, Job advertising)
- "it's not immune—scammers create fake profiles or ads mimicking real companies... Privacy risks are higher due to data sharing." (Grok 4.20, Job advertising)
- "Indeed and LinkedIn were actually the most commonly reported platforms where people encountered fake job postings" (Kimi K2, Job advertising)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 1 | 2 |
| Grok 4.20 | 1 | 0 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 1 | 3 |
| Llama 4 Maverick | 1 | 0 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 2 | 0 | 0 | 1 | 3 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named LinkedIn Jobs, from 74 of the 81 answers that named it (only the models that return a source list).

### Domains cited

- money.com: 27
- g2.com: 25
- consumer.ftc.gov: 23
- pitchmeai.com: 18
- linkedin.com: 17 (its own site)
- joveo.com: 16
- guideflow.com: 15
- reddit.com: 15
- business.com: 14
- uschamber.com: 13

### Pages cited

- https://money.com/best-job-posting-sites-for-employers: 26
- https://consumer.ftc.gov/consumer-alerts/2023/05/scammers-are-hijacking-job-ads-heres-how-spot-fakes: 20
- https://business.com/categories/best-job-posting-sites: 12
- https://businessnewsdaily.com/best-job-posting-sites: 12
- https://guideflow.com/blog/recruitment-marketing-platforms: 11
- https://technologyadvice.com/blog/human-resources/best-job-listing-sites-for-employers: 11
- https://uschamber.com/co/run/human-resources/job-posting-sites-small-businesses: 11
- https://selectsoftwarereviews.com/buyer-guide/programmatic-job-advertising-software: 10

## 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.