Real ChatGPT answer · index seedPSHNEcHHKg4completeEducation · financial aid and scholarshipscomparison

I need to understand if the net price calculator on the University of Michigan website is more accurate than the one for Michigan State when planning our campus visits.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need to understand if the net price calculator on the University of Michigan website is more accurate than the one for Michigan State when planning our campus visits.
3 real searches · 1 real-search pass
University of Michigan net price calculator official methodology estimate accuracy 2026Google ↗
OBSERVEDReason
Michigan State University net price calculator official methodology estimate accuracy 2026Google ↗
OBSERVEDReason
University of Michigan financial aid net price calculator data limitations FAFSA CSS ProfileGoogle ↗
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 factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
University of Michigan net price calculator official methodology estimate accuracy 2026 Google ↗
Michigan State University net price calculator official methodology estimate accuracy 2026 Google ↗
University of Michigan financial aid net price calculator data limitations FAFSA CSS Profile Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
University of Michigan net price calculator official methodology estimate accuracy 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Michigan State University net price calculator official methodology estimate accuracy 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
University of Michigan financial aid net price calculator data limitations FAFSA CSS Profile
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1