Real ChatGPT answer · index seede7U107SUPk4completeCareers and HR · professional networkinginformational

Is it worth paying for a professional resume review service just to network better or are the free university alumni resources good enough

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying for a professional resume review service just to network better or are the free university alumni resources good enough
1 real search · 1 real-search pass
university alumni career services free resume review alumni networking resources career center resume review professional resume writer valueGoogle ↗
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 free resume review alumni networking resources career center resume review professional resume writer value Google ↗
  1. For Alumni - Career Center · scu.edu
  2. Alumni Career Services · studentaffairs.pitt.edu
  3. Benefits - Alumni · alumni.richmond.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
university alumni career services free resume review alumni networking resources career center resume review professional resume writer value
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1