Real ChatGPT answer · index seedgk3j0tlxWdEcompleteEducation · college degreesbrand

Which engineering school ranking lists include return on investment and total debt after graduation

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which engineering school ranking lists include return on investment and total debt after graduation
2 real searches · 1 real-search pass
engineering school rankings return on investment total debt after graduation ranking methodology ROI debt engineering collegesGoogle ↗
OBSERVEDComparison
college rankings engineering return on investment student debt after graduation ranking listsGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
engineering school rankings return on investment total debt after graduation ranking methodology ROI debt engineering colleges Google ↗
college rankings engineering return on investment student debt after graduation ranking lists Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
engineering school rankings return on investment total debt after graduation ranking methodology ROI debt engineering colleges
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
college rankings engineering return on investment student debt after graduation ranking lists
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1