# LinkedIn's tools: 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/linkedin-s-tools

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Recruiting CRM and sourcing](https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing/index.md) | 0% | 92 | 100% | 1 |

## And against it

- "Outputs are often generic, biased (e.g., gendered language), or inaccurate, leading to poor candidate pools or legal risks." (Grok 4.20, Recruiting CRM)

## 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 LinkedIn's tools, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- corporatenavigators.com: 1
- dishertalent.com: 1
- news.clearancejobs.com: 1
- sitepoint.com: 1
- yena.ai: 1

### Pages cited

- https://corporatenavigators.com/articles/candidate-sourcing/top-sourcing-tools: 1
- https://dishertalent.com/blog/sourcing-tools-review: 1
- https://news.clearancejobs.com/2026/04/02/3-cleared-recruiting-fails-your-talent-acquisition-team-should-avoid: 1
- https://sitepoint.com/best-ai-recruiting-agents: 1
- https://yena.ai/blog/ai-recruiting-software-agencies-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.