Real ChatGPT answer · index seedBf2eTxa1yjMcompleteEntertainment and media · booksbrand

What is the most cost-effective online bookstore to replace all the challenged and banned books that our local library recently removed from their shelves?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most cost-effective online bookstore to replace all the challenged and banned books that our local library recently removed from their shelves?
1 real search · 1 real-search pass
most affordable online bookstores used books shipping costs ThriftBooks Better World Books AbeBooks 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
most affordable online bookstores used books shipping costs ThriftBooks Better World Books AbeBooks 2026 Google ↗
  1. ThriftBooks · thriftbooks.com
  2. Better World Books · betterworldbooks.com
  3. AbeBooks · abebooks.com
  4. Book Outlet · bookoutlet.com
  5. Bookshop.org · bookshop.org
  6. Top 15 Cheapest Places to Buy Used Books Online · shopping.yahoo.com
  7. Shipping · betterworldbooks.com
  8. Cheap used books for sale · abebooks.com
  9. Where To Buy Cheap Books · clark.com
  10. 5 of the cheapest places to buy books online on a budget · qz.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
most affordable online bookstores used books shipping costs ThriftBooks Better World Books AbeBooks 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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