Real ChatGPT answer · index seedb3VJqU8cTTYcompleteEntertainment and media · bookscommercial

What are the standout nonfiction titles coming out through Penguin Random House next month that examine modern economic trends and geopolitical shifts?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the standout nonfiction titles coming out through Penguin Random House next month that examine modern economic trends and geopolitical shifts?
2 real searches · 1 real-search pass
Penguin Random House December 2026 nonfiction books economics geopolitics upcoming releasesGoogle ↗
OBSERVEDOther / navigational
site:penguinrandomhouse.com/books December 2026 nonfiction economics geopolitics new releasesGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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 December 2026 nonfiction books economics geopolitics upcoming releases Google ↗
site:penguinrandomhouse.com/books December 2026 nonfiction economics geopolitics new releases Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Penguin Random House December 2026 nonfiction books economics geopolitics upcoming releases
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:penguinrandomhouse.com/books December 2026 nonfiction economics geopolitics new releases
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1