Real ChatGPT answer · index seedT9DIa1wWK1AcompleteEntertainment and media · booksbrand

What pricing complaints do independent bookstores have regarding Penguin Random House distribution terms this year

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

The searches the AI actually ran for this prompt.

SEED QUERY
What pricing complaints do independent bookstores have regarding Penguin Random House distribution terms this year
1 real search · 1 real-search pass
independent bookstores complaints Penguin Random House distribution terms pricing 2026 discounts freight minimumsGoogle ↗
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). 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
independent bookstores complaints Penguin Random House distribution terms pricing 2026 discounts freight minimums Google ↗
  1. U.S. RETAIL TERMS OF SALE · penguinrandomhouseretail.com
  2. The Business of Bookselling: A Bookselling Glossary · businessofbookselling.com
  3. penguinrandomhouse.biz - Booksellers · penguinrandomhouse.biz
  4. penguinrandomhouse.biz - Booksellers · penguinrandomhouse.biz
  5. PRH Holiday Transit Program Returns for 15th Year · publishersweekly.com
  6. PRH Two-Day Holiday Transit Plan for Indies Returns · shelf-awareness.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
independent bookstores complaints Penguin Random House distribution terms pricing 2026 discounts freight minimums
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1