What are the top bestselling fiction titles that Penguin Random House published this year that would be good for a total beginner to read?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top bestselling fiction titles that Penguin Random House published this year that would be good for a total beginner to read?
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). 1 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
Penguin Random House bestselling fiction books 2026 bestsellers new releases fiction 2026 Google ↗
site:penguinrandomhouse.com/books 2026 fiction bestseller Penguin Random House 2026 Google ↗
- Best Sellers Books · penguinrandomhouse.com
- The Best Books of 2026 · penguinrandomhouse.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Penguin Random House bestselling fiction books 2026 bestsellers new releases fiction 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:penguinrandomhouse.com/books 2026 fiction bestseller Penguin Random House 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |