Real ChatGPT answer · index seedi3ODU2P1hGkcompleteEntertainment and media · bookscomparison

Can you compare the packaging quality of Thriftbooks versus AbeBooks to see which protects vintage books better during cross country freight delivery?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the packaging quality of Thriftbooks versus AbeBooks to see which protects vintage books better during cross country freight delivery?
4 real searches · 1 real-search pass
ThriftBooks packaging shipping books packaging mailers customer reviews damaged booksGoogle ↗
OBSERVEDReason
AbeBooks packaging shipping books seller packaging policies damaged booksGoogle ↗
OBSERVEDReason
ThriftBooks shipping packaging policy book mailersGoogle ↗
OBSERVEDOther / navigational
AbeBooks buyer shipping packaging independent booksellers packagingGoogle ↗
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 (4)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
ThriftBooks packaging shipping books packaging mailers customer reviews damaged books Google ↗
AbeBooks packaging shipping books seller packaging policies damaged books Google ↗
ThriftBooks shipping packaging policy book mailers Google ↗
AbeBooks buyer shipping packaging independent booksellers packaging Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ThriftBooks packaging shipping books packaging mailers customer reviews damaged books
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AbeBooks packaging shipping books seller packaging policies damaged books
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ThriftBooks shipping packaging policy book mailers
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AbeBooks buyer shipping packaging independent booksellers packaging
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1