Real ChatGPT answer · index seedHWTDQRaUg7AcompleteEntertainment and media · booksbrand

Can you find me reputable wholesalers of amber light book lights that do not cause eye strain for late night reading customers?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find me reputable wholesalers of amber light book lights that do not cause eye strain for late night reading customers?
1 real search · 1 real-search pass
amber book light manufacturer wholesale distributor bulk order warm light 2026Google ↗
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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
amber book light manufacturer wholesale distributor bulk order warm light 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1