How do I book cheap flights and hotel rooms for an academic conference in Chicago while staying under my university travel grant limit?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I book cheap flights and hotel rooms for an academic conference in Chicago while staying under my university travel grant limit?
2 real searches · 1 real-search pass
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)
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
2027 GSA per diem rates Chicago Illinois lodging meals official Google ↗
university travel grant conference travel booking airfare hotel reimbursement tips official travel policy Google ↗
- Google Flights · google.com
- Skyscanner · skyscanner.com
- KAYAK · kayak.com
- Booking.com · booking.com
- Hotels.com · hotels.com
- Google Hotels · google.com
- Hostelworld · hostelworld.com
- Airbnb · airbnb.com
- CTA official website · transitchicago.com
- FY 2027 per diem rates for Illinois · gsa.gov
- Per diem rates · gsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2027 GSA per diem rates Chicago Illinois lodging meals official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
university travel grant conference travel booking airfare hotel reimbursement tips official travel policy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |