What are the best strategies to find unlisted alumni referrals on LinkedIn for companies that are actively recruiting on Handshake for entry level analyst roles?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best strategies to find unlisted alumni referrals on LinkedIn for companies that are actively recruiting on Handshake for entry level analyst roles?
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 alumni tool search companies employees alumni university networking referral best practices official LinkedIn Google ↗
Handshake student job search employer postings career services networking alumni referrals official Google ↗
- Alumni tab on a LinkedIn Page · linkedin.com
- LinkedIn for Students and Future Graduates · students.linkedin.com
- Searching for Jobs and Internships · support.joinhandshake.com
- Finding a Job on Handshake: FAQs · joinhandshake.com
- Employer Interactions with Students · support.joinhandshake.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn alumni tool search companies employees alumni university networking referral best practices official LinkedIn OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Handshake student job search employer postings career services networking alumni referrals official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |