Real ChatGPT answer · index seedM1Q14c1LjaMcompleteEntertainment and media · booksinformational

Can you look up recent additions to the Hachette Book Group catalog that feature graphic novels suitable for family reading time?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you look up recent additions to the Hachette Book Group catalog that feature graphic novels suitable for family reading time?
2 real searches · 1 real-search pass
site:hachettebookgroup.com graphic novel new releases 2026 family kids middle grade Hachette Book GroupGoogle ↗
OBSERVEDOther / navigational
Hachette Book Group 2025 2026 children's graphic novels new releases family reading ages 8 12Google ↗
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
site:hachettebookgroup.com graphic novel new releases 2026 family kids middle grade Hachette Book Group Google ↗
Hachette Book Group 2025 2026 children's graphic novels new releases family reading ages 8 12 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:hachettebookgroup.com graphic novel new releases 2026 family kids middle grade Hachette Book Group
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Hachette Book Group 2025 2026 children's graphic novels new releases family reading ages 8 12
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1