Real ChatGPT answer · index seedvsvp0EyGyZ8completeCareers and HR · layoffs and severancecomparison

What are the functional differences between utilizing a public university alumni career center and a paid professional outplacement agency for networking after a layoff?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the functional differences between utilizing a public university alumni career center and a paid professional outplacement agency for networking after a layoff?
1 real search · 1 real-search pass
university alumni career services alumni networking career coaching access alumni career center services outplacement services networking employer sponsored career transition provider offeringsGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
university alumni career services alumni networking career coaching access alumni career center services outplacement services networking employer sponsored career transition provider offerings Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
university alumni career services alumni networking career coaching access alumni career center services outplacement services networking employer sponsored career transition provider offerings
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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