Are there any engineering school ranking lists that evaluate schools based on return on investment for graduates who start their own firms?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any engineering school ranking lists that evaluate schools based on return on investment for graduates who start their own firms?
3 real searches · 1 real-search pass
engineering school rankings return on investment alumni entrepreneurs startup founders entrepreneurship outcomes ranking PitchBook engineeringGoogle ↗
OBSERVEDComparison
university rankings return on investment self-employed graduates founders entrepreneurial outcomes college rankingGoogle ↗
OBSERVEDReason
engineering universities startup founder rankings alumni entrepreneurs PitchBook 2025Google ↗
OBSERVEDOther / navigational
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)
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
engineering school rankings return on investment alumni entrepreneurs startup founders entrepreneurship outcomes ranking PitchBook engineering Google ↗
university rankings return on investment self-employed graduates founders entrepreneurial outcomes college ranking Google ↗
engineering universities startup founder rankings alumni entrepreneurs PitchBook 2025 Google ↗
- Poets&Quants For Undergrads - PitchBook’s 2026 Top Universities, Ranked By Number Of Undergrad Startup Founders · poetsandquantsforundergrads.com
- UC Berkeley Ranks First For Undergraduate Alumni Who Are Startup Founders · tollbit.forbes.com
- Entrepreneurship Rankings: Our Methodology · princetonreview.com
- Top Schools for Entrepreneurship Studies 2026 Press Release | Public Relations · princetonreview.com
- Ranking 4,600 Colleges by ROI (2025) · cew.georgetown.edu
- Explore Our ROI Rankings · cew.georgetown.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
engineering school rankings return on investment alumni entrepreneurs startup founders entrepreneurship outcomes ranking PitchBook engineering OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
university rankings return on investment self-employed graduates founders entrepreneurial outcomes college ranking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
engineering universities startup founder rankings alumni entrepreneurs PitchBook 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |