Real ChatGPT answer · index seedytpC4I5d9vwcompleteRetail and ecommerce · online marketplaceslocal

Where is the cheapest place to buy used college textbooks near Catonsville today for my biology class that starts tomorrow.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where is the cheapest place to buy used college textbooks near Catonsville today for my biology class that starts tomorrow.
1 real search · 1 real-search pass
used college textbooks bookstore Catonsville Maryland open today October 31 2026 biology textbooks inventoryGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
used college textbooks bookstore Catonsville Maryland open today October 31 2026 biology textbooks inventory Google ↗
  1. Website and details · growingmindsbookstore.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
used college textbooks bookstore Catonsville Maryland open today October 31 2026 biology textbooks inventory
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1