Real ChatGPT answer · index seeds9aXXoVdA4UcompleteEducation · college degreesbrand

How accurate are the graduation rate metrics published in recent engineering school ranking lists for mid-tier public universities?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are the graduation rate metrics published in recent engineering school ranking lists for mid-tier public universities?
3 real searches · 1 real-search pass
NCES IPEDS graduation rates methodology 150 percent normal time cohort exclusions transfer students graduation rateGoogle ↗
OBSERVEDReason
U.S. News undergraduate engineering rankings methodology graduation rate public universities 2025Google ↗
OBSERVEDReason
College Scorecard completion rates field of study engineering graduation data methodologyGoogle ↗
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
NCES IPEDS graduation rates methodology 150 percent normal time cohort exclusions transfer students graduation rate Google ↗
U.S. News undergraduate engineering rankings methodology graduation rate public universities 2025 Google ↗
College Scorecard completion rates field of study engineering graduation data methodology Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NCES IPEDS graduation rates methodology 150 percent normal time cohort exclusions transfer students graduation rate
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
U.S. News undergraduate engineering rankings methodology graduation rate public universities 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
College Scorecard completion rates field of study engineering graduation data methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1