Real ChatGPT answer · index seedov1fNGIvQNQcompleteEntertainment and media · booksbrand

Which portable reading lights have the longest battery life for someone who travels home on the bus every weekend

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which portable reading lights have the longest battery life for someone who travels home on the bus every weekend
1 real search · 1 real-search pass
portable book reading lights battery life hours rechargeable manufacturer specs long battery lifeGoogle ↗
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
portable book reading lights battery life hours rechargeable manufacturer specs long battery life Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
portable book reading lights battery life hours rechargeable manufacturer specs long battery life
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1