Real ChatGPT answer · index seedGY8BYazhJ0IcompleteEntertainment and media · bookscomparison

Which digital card provider is faster for non-residents to get instant access to an audiobook catalog today because I left my physical library card at home?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which digital card provider is faster for non-residents to get instant access to an audiobook catalog today because I left my physical library card at home?
2 real searches · 1 real-search pass
2026 nonresident library card instant online access Libby audiobooks out of state digital card registrationGoogle ↗
OBSERVEDOther / navigational
nonresident library eCard instant access audiobooks Libby online registration fee 2026 Dallas TexasGoogle ↗
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). 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
2026 nonresident library card instant online access Libby audiobooks out of state digital card registration Google ↗
nonresident library eCard instant access audiobooks Libby online registration fee 2026 Dallas Texas Google ↗
  1. HPL - MYLink · houstonlibrary.org
  2. Get a Library Card · library.austintexas.gov
  3. eCard Application · thelibrarydistrict.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 nonresident library card instant online access Libby audiobooks out of state digital card registration
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
nonresident library eCard instant access audiobooks Libby online registration fee 2026 Dallas Texas
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1