Talent intelligence · RankedLinkedIn Talent Insights
LinkedIn Talent Insights is a talent intelligence product from LinkedIn that uses LinkedIn data for labor market analytics · linkedin.com ↗
Why models recommend it
“Lightcast & LinkedIn Talent Insights dominate when you need global labor‑market intelligence.”GLM 4.7 FlashX · Comparative question · first choice
“Choose LinkedIn Talent Insights or Lightcast for labor-market benchmarking and location decisions.”Perplexity Sonar · Comparative question · alternative
“Native LinkedIn data; best for understanding where specific talent concentrations exist geographically”Kimi K2 · Comparative question · alternative
“Best for: Market-level workforce analytics and talent market intelligence”DeepSeek V4 Flash · Comparative question · alternative
What gives them pause
“Avoid enterprise-heavy options like Eightfold AI, SeekOut, Beamery, or LinkedIn Talent Insights”Grok 4.20 · Budget-constrained question · warning
“Expensive subscription with high minimums”GLM 4.7 FlashX · Budget-constrained question · warning
“LinkedIn Talent Insights if you expect a recruiting workflow or candidate-sourcing product; it is primarily a market-analytics tool.”Perplexity Sonar · Negative question · warning
“aggregate data from public sources like LinkedIn, Glassdoor, or job boards. Common cautions include: Data scraping and privacy”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as LinkedIn Talent Insights, over the 71 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 63 | 26 | View → | |
| 52 | 7 | View → | |
| 48 | 1 | View → | |
| 41 | 0 | View → | |
| 40 | 0 | View → | |
| 24 | 1 | View → | |
| 23 | 0 | View → | |
| 20 | 2 | View → | |
| 20 | 0 | View → | |
| 19 | 5 | View → |
What the models named instead of LinkedIn Talent Insights →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on LinkedIn Talent Insights's own site, not checked by Gane.
- Also from LinkedIn
- LinkedIn "Easy Apply", LinkedIn Ads, LinkedIn Assessments, LinkedIn Company Page, LinkedIn Hiring Assistant, LinkedIn Job Slots and 11 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 69 of the 71 answers that named LinkedIn Talent Insights and are not a share of its labels.
Domains cited
219 of the 219 domain citations in answers naming LinkedIn Talent Insights came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 3 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 2 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |