Real ChatGPT answer · index seed1YyNZ9dhmOccompleteEntertainment and media · bookscommercial

Are Barnes and Noble member coupons working on textbook purchases today or are educational books excluded from the current promotion.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Barnes and Noble member coupons working on textbook purchases today or are educational books excluded from the current promotion.
1 real search · 1 real-search pass
Barnes & Noble member coupon current promotion October 31 2026 textbook exclusions educational books coupon termsGoogle ↗
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
Barnes & Noble member coupon current promotion October 31 2026 textbook exclusions educational books coupon terms Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Barnes & Noble member coupon current promotion October 31 2026 textbook exclusions educational books coupon terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1