Real ChatGPT answer · index seedMta1LqKWqfkcompleteEntertainment and media · booksinformational

Who are the biggest debut authors being heavily promoted by Penguin Random House this season?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Who are the biggest debut authors being heavily promoted by Penguin Random House this season?
2 real searches · 1 real-search pass
Penguin Random House fall 2026 debut authors highly anticipated debut novel 2026 publisher promotionGoogle ↗
OBSERVEDReason
site:penguinrandomhouse.com/books 2026 debut novel "debut" fall 2026 Penguin Random HouseGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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 fall 2026 debut authors highly anticipated debut novel 2026 publisher promotion Google ↗
site:penguinrandomhouse.com/books 2026 debut novel "debut" fall 2026 Penguin Random House Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Penguin Random House fall 2026 debut authors highly anticipated debut novel 2026 publisher promotion
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
site:penguinrandomhouse.com/books 2026 debut novel "debut" fall 2026 Penguin Random House
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1