Real ChatGPT answer · index seedX5Jox0CrgtocompleteCareers and HR · professional networkingcommercial
Which websites offer the most reliable advice on how to politely ask a busy alumnus for a career referral on LinkedIn?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which websites offer the most reliable advice on how to politely ask a busy alumnus for a career referral on LinkedIn?
3 real searches · 1 real-search pass
reliable career advice how to ask alumni for referral LinkedIn networking message Harvard Business Review alumni career referral etiquetteGoogle ↗
OBSERVEDInstruction
university career center advice ask alumni for referral LinkedIn informational interview referral busy alumnusGoogle ↗
OBSERVEDInstruction
The Muse ask LinkedIn connection referral alumni networking message career adviceGoogle ↗
OBSERVEDOther / navigational
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). 3 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
reliable career advice how to ask alumni for referral LinkedIn networking message Harvard Business Review alumni career referral etiquette Google ↗
university career center advice ask alumni for referral LinkedIn informational interview referral busy alumnus Google ↗
The Muse ask LinkedIn connection referral alumni networking message career advice Google ↗
- Reaching Out to Someone Whose Career You Admire · hbr.org
- Cold Contacting an Alum? Here’s What You Should Do. · alumni.stanford.edu
- Harvard Griffin GSAS Guide to Building Professional Connections – Harvard FAS · careerservices.fas.harvard.edu
- Networking Guide · alumni.temple.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
reliable career advice how to ask alumni for referral LinkedIn networking message Harvard Business Review alumni career referral etiquette OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
university career center advice ask alumni for referral LinkedIn informational interview referral busy alumnus OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
The Muse ask LinkedIn connection referral alumni networking message career advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |