Real ChatGPT answer · index seedAhlWGJEMu2UcompleteCareers and HR · career changecomparison

Is working with an expensive executive career coach worth it for someone who graduated less than three years ago and wants to switch sectors?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is working with an expensive executive career coach worth it for someone who graduated less than three years ago and wants to switch sectors?
2 real searches · 1 real-search pass
career coaching effectiveness evidence early career career change sector transition executive coach ROI costGoogle ↗
OBSERVEDReason
career services career changers transferable skills networking informational interviews sector transition researchGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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
career coaching effectiveness evidence early career career change sector transition executive coach ROI cost Google ↗
career services career changers transferable skills networking informational interviews sector transition research Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
career coaching effectiveness evidence early career career change sector transition executive coach ROI cost
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
career services career changers transferable skills networking informational interviews sector transition research
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1