Real ChatGPT answer · index seedtQiQ2BEViYscompleteRetail and ecommerce · subscription boxescomparison

Which holiday gift subscription boxes for literature and reading enthusiasts include signed first editions and exclusive bookish merchandise

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which holiday gift subscription boxes for literature and reading enthusiasts include signed first editions and exclusive bookish merchandise
1 real search · 1 real-search pass
best book subscription boxes signed first editions exclusive bookish merchandise holiday gift 2026Google ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
best book subscription boxes signed first editions exclusive bookish merchandise holiday gift 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best book subscription boxes signed first editions exclusive bookish merchandise holiday gift 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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