My budget travel app is crashing while I try to book a cheap hotel in Chicago for tonight, so how do I find a walk-in deal right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My budget travel app is crashing while I try to book a cheap hotel in Chicago for tonight, so how do I find a walk-in deal right now?
1 real search · 1 real-search pass
Chicago budget hotels walk in same day rates direct booking tips October 31 2026Google ↗
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 (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
Chicago budget hotels walk in same day rates direct booking tips October 31 2026 Google ↗
- KAYAK Chicago last-minute hotels · kayak.com
- Expedia Chicago tonight · expedia.com
- HotelTonight · hoteltonight.com
- 10 Same Day Hotel Booking Tips for Last-Minute Stays (2026) · ehrhotel.com
- 60 Travel Booking Tips · checkbook.org