I want to buy some new fiction releases from Penguin Random House this month, but should I order them through Bookshop org to support local stores or just stick with Amazon for faster shipping
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to buy some new fiction releases from Penguin Random House this month, but should I order them through Bookshop org to support local stores or just stick with Amazon for faster shipping
1 real search · 1 real-search pass
Penguin Random House November 2026 fiction new releases Bookshop.org Amazon shipping comparison independent bookstoresGoogle ↗
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)
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
Penguin Random House November 2026 fiction new releases Bookshop.org Amazon shipping comparison independent bookstores Google ↗
- New Books To Read in November · penguinrandomhouse.com
- What are your shipping costs? : Support Center · support.bookshop.org
- How long will it take for me to receive my order? : Support Center · support.bookshop.org
- Is Bookshop.org a physical bookstore? : Support Center · support.bookshop.org
- About Bookshop.org · bookshop-webflow.bkshp.org
- Bookshop.org's November new-release list · bookshop.org