How do engineering school rankings change based on research output versus teaching quality
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do engineering school rankings change based on research output versus teaching quality
1 real search · 1 real-search pass
QS World University Rankings by Subject Engineering Technology methodology academic reputation employer reputation citations H-index international research network; Times Higher Education engineering subject ranking methodology teaching research citations industry incomeGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
QS World University Rankings by Subject Engineering Technology methodology academic reputation employer reputation citations H-index international research network; Times Higher Education engineering subject ranking methodology teaching research citations industry income Google ↗
- QS World University Rankings by Subject · support.qs.com
- How to use the QS World University Rankings by Subject · topuniversities.com
- World University Rankings: methodology · timeshighereducation.com
- World University Rankings 2026 methodology · timeshighereducation.com
- QS World University Rankings for Engineering & Technology 2026 · topuniversities.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
QS World University Rankings by Subject Engineering Technology methodology academic reputation employer reputation citations H-index international research network; Times Higher Education engineering subject ranking methodology teaching research citations industry income OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |