Real ChatGPT answer · index seedxx0PMSXtqbUcompleteEntertainment and media · bookscomparison

Which provides a better cognitive retention rate for non-fiction deep dives: reading the Hachette hardcover with marginalia or listening to the author narrate the unabridged audiobook at 1.5 speed?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which provides a better cognitive retention rate for non-fiction deep dives: reading the Hachette hardcover with marginalia or listening to the author narrate the unabridged audiobook at 1.5 speed?
2 real searches · 1 real-search pass
research reading versus listening comprehension retention audiobook speed 1.5x study annotation note taking long term memoryGoogle ↗
OBSERVEDReason
systematic review reading listening comprehension modality equivalence learning retention annotation note takingGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
research reading versus listening comprehension retention audiobook speed 1.5x study annotation note taking long term memory Google ↗
systematic review reading listening comprehension modality equivalence learning retention annotation note taking Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
research reading versus listening comprehension retention audiobook speed 1.5x study annotation note taking long term memory
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
systematic review reading listening comprehension modality equivalence learning retention annotation note taking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1