Are paid LinkedIn Learning courses actually looked at by HR recruiters or are free YouTube tutorials better for tech job prep
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are paid LinkedIn Learning courses actually looked at by HR recruiters or are free YouTube tutorials better for tech job prep
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Do recruiters value LinkedIn Learning certificates technology hiring skills projects portfolio evidence employer survey Google ↗
LinkedIn Learning certificates LinkedIn profile hiring recruiters official help certificate of completion Google ↗
- Learning FAQ: Certificates of Completion in Learning · linkedin.com
- Add Learning Certificates of Completion and Skills to your LinkedIn profile · linkedin.com
- Employers are looking - but not finding · accredible.com
- 2025 State of Credentialing Report · accredible.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Do recruiters value LinkedIn Learning certificates technology hiring skills projects portfolio evidence employer survey OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn Learning certificates LinkedIn profile hiring recruiters official help certificate of completion OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |