Are certificates from LinkedIn Learning excel courses actually respected by tech recruiters when applying for entry level jobs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are certificates from LinkedIn Learning excel courses actually respected by tech recruiters when applying for entry level jobs?
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
LinkedIn Learning certificates employer recruiter value Excel skills hiring entry level jobs recruiter advice Google ↗
Excel skills demand entry level analyst jobs employers practical skills certificate hiring 2025 Google ↗
- In Demand: 13-1111.00 · onetonline.org
- In Demand: 13-2051.00 · onetonline.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn Learning certificates employer recruiter value Excel skills hiring entry level jobs recruiter advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Excel skills demand entry level analyst jobs employers practical skills certificate hiring 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |