Real ChatGPT answer · index seedYSu8ao6lnAIcompleteEducation · graduate schoolcomparison

Is it worth paying out of pocket for a private university graduate counseling program over a state school when considering long term return on investment

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying out of pocket for a private university graduate counseling program over a state school when considering long term return on investment
3 real searches · 1 real-search pass
counselor occupational outlook 2025 median pay substance abuse behavioral disorder mental health counselors BLS 2024 2034Google ↗
OBSERVEDShort fact
CACREP accredited counseling programs licensure state requirements portability officialGoogle ↗
OBSERVEDDefinition
graduate student debt counseling master's degree tuition return on investment public private university NCESGoogle ↗
OBSERVEDReason

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)
Short fact33%Other / navigationalComparisonConsequenceReason33%Definition33%InstructionYes / no

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
counselor occupational outlook 2025 median pay substance abuse behavioral disorder mental health counselors BLS 2024 2034 Google ↗
CACREP accredited counseling programs licensure state requirements portability official Google ↗
graduate student debt counseling master's degree tuition return on investment public private university NCES Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
counselor occupational outlook 2025 median pay substance abuse behavioral disorder mental health counselors BLS 2024 2034
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
CACREP accredited counseling programs licensure state requirements portability official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
graduate student debt counseling master's degree tuition return on investment public private university NCES
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1