Are employers actually impressed by LinkedIn Learning certificates on a fresh college graduate LinkedIn profile or do they prefer projects
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are employers actually impressed by LinkedIn Learning certificates on a fresh college graduate LinkedIn profile or do they prefer projects
1 real search · 1 real-search pass
employers hiring managers value portfolio projects over online course certificates entry level candidates LinkedIn Learning certificates evidence skillsGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
employers hiring managers value portfolio projects over online course certificates entry level candidates LinkedIn Learning certificates evidence skills Google ↗
- IT Hiring Manager Insights: Evaluating Digital Jobs Talent · jff.org
- The Skills-First Movement: Redefining How Organizations Hire and Grow · shrm.org
- LinkedIn engineering VP says technical skills alone 'don't cut it' for entry-level engineers · businessinsider.com
- KEY FINDINGS · economicgraph.linkedin.com