Which coffee shop chains or local spots offer the best student discounts on drinks and pastries near college campuses
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which coffee shop chains or local spots offer the best student discounts on drinks and pastries near college campuses
1 real search · 1 real-search pass
coffee shop chains student discounts drinks pastries student ID US Starbucks Dunkin Panera Peet's 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
coffee shop chains student discounts drinks pastries student ID US Starbucks Dunkin Panera Peet's 2026 Google ↗
- Black Rock Coffee Bar Inc. (via Public) / Students & Staff Save $2 Every Tuesday at Black Rock · publicnow.com
- The Best Student Discounts of October 2026 · dealnews.com
- Student food and delivery deals · studentsoar.com
- Panera Bread Student Discount · studentbeans.com
- Student Cash Daily · studentcashdaily.com
- Starbucks · myunidays.com
- STARBUCKS® vs DUNKIN’ AND DUNKIN’ EXPRESS · stonybrook.edu
- ID.me Exclusive Discount · peets.com
- Current Offers · peets.com