What do independent bookstore owners say about the latest Penguin Random House releases and are they seeing any shipping delays this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do independent bookstore owners say about the latest Penguin Random House releases and are they seeing any shipping delays this month?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
independent bookstore owners reactions Penguin Random House new releases November 2026 booksellers Google ↗
independent bookstores Penguin Random House shipping delays November 2026 distribution booksellers Google ↗
- New Books To Read in November · penguinrandomhouse.com
- ABA CEO Allison Hill On Supply Chain Disruptions · bookweb.org
- PRH Holiday Transit Program Returns for 15th Year · publishersweekly.com
- PRH Two-Day Holiday Transit Plan for Indies Returns · shelf-awareness.com
- Supply Chain Disruptions Hobble Strong Holiday Sales Season · publishersweekly.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent bookstore owners reactions Penguin Random House new releases November 2026 booksellers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
independent bookstores Penguin Random House shipping delays November 2026 distribution booksellers OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |