Does LinkedIn Premium actually increase interview callback rates for computer science majors with no prior full time experience?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does LinkedIn Premium actually increase interview callback rates for computer science majors with no prior full time experience?
3 real searches · 1 real-search pass
LinkedIn Premium job seeker features InMail applicant insights profile views official 2026Google ↗
OBSERVEDOther / navigational
study LinkedIn Premium job search interview callback rates causal evidence job seekersGoogle ↗
OBSERVEDReason
computer science new graduates hiring internships experience resume callbacks recruiter networking studyGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
LinkedIn Premium job seeker features InMail applicant insights profile views official 2026 Google ↗
study LinkedIn Premium job search interview callback rates causal evidence job seekers Google ↗
computer science new graduates hiring internships experience resume callbacks recruiter networking study Google ↗
- Premium Career · premium.linkedin.com
- How to Get a Job Faster with LinkedIn Premium · premium.linkedin.com
- How to Become a Top Applicant · premium.linkedin.com
- Premium subscriber insights for Who’s viewed your profile · linkedin.com
- Getting started with LinkedIn Premium · linkedin.com
- Lessons Learned Comparing Computer Science Student and Recruiter Resume Screening Evaluations · oaktrust.library.tamu.edu
- Hiring CS Graduates: What We Learned from Employers · doi.org
- Unbundling the Effects of College on First-Job Search: Returns to Majors, Minors, and Extracurriculars | Working Paper | ifo Institute · ifo.de
- Unbundling the effects of college on first-job search: Returns to majors, minors, and extracurriculars · sciencedirect.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn Premium job seeker features InMail applicant insights profile views official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
study LinkedIn Premium job search interview callback rates causal evidence job seekers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
computer science new graduates hiring internships experience resume callbacks recruiter networking study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |