# LinkedIn Talent Solutions: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 12 judge labels across 3 categories by 9 of 12 models. Page: https://hr-ai-index.com/vendors/linkedin-talent-solutions/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Recruitment marketing and career sites | 2% | 14 | 30% | 10 |
| Job advertising and distribution | 0% | 66 | 0% | 1 |
| Talent intelligence | 0% | 70 | 100% | 1 |

## What the models said for it

- "Top Recommendation: Free Tools Combo (LinkedIn, Glassdoor, Indeed)" (Grok 4.1 Fast, Recruitment marketing)
- "Allows for pay-as-you-go options, so you only pay for what you use, which can be cost-effective" (Mistral Small, Recruitment marketing)
- "Among the highest-rated platforms in the category with top recommendation scores" (Claude Haiku 4.5, Recruitment marketing)
- "Pay-as-you-go pricing model, allowing you to only spend when you need to." (MiniMax M2.5, Recruitment marketing)

## And against it

- "Avoid Enterprise Tools (like Eightfold or LinkedIn Talent Solutions) unless you are ready to commit to $25,000+ annual contracts" (Qwen 3.7 Flash, Talent intelligence)
- "Avoid first if budget is tight: LinkedIn Recruitment Marketing or other ad-heavy platforms" (GPT-5.4 mini, Recruitment marketing)
- "LinkedIn Recruitment Marketing is commonly described that way in recent user reviews: strong reach, but expensive and sometimes low on applicant quality." (GPT-5.4 mini, Recruitment marketing)
- "Job scams appear on platforms like ZipRecruiter and LinkedIn, with scammers using complex schemes to lure job seekers into financial traps." (Claude Haiku 4.5, Recruitment marketing)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.