Real ChatGPT answer · index seedyfBeKV2IvRYcompleteEntertainment and media · bookscomparison

Can you compare the libby app library book renewal policy with Kindle Unlimited subscription costs to see which saves a frugal reader more money?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the libby app library book renewal policy with Kindle Unlimited subscription costs to see which saves a frugal reader more money?
3 real searches · 1 real-search pass
Libby official help renew loans 3 days before due date holds loan period library sets renewalsGoogle ↗
OBSERVEDInstruction
Amazon Kindle Unlimited US membership monthly price official 2026Google ↗
OBSERVEDOther / navigational
Libby app free library card borrowing fees official OverDriveGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Libby official help renew loans 3 days before due date holds loan period library sets renewals Google ↗
Amazon Kindle Unlimited US membership monthly price official 2026 Google ↗
Libby app free library card borrowing fees official OverDrive Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Libby official help renew loans 3 days before due date holds loan period library sets renewals
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Amazon Kindle Unlimited US membership monthly price official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Libby app free library card borrowing fees official OverDrive
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1