Real ChatGPT answer · index seed8toxsYuk6fMcompleteEntertainment and media · booksbrand

Can you recommend the most durable clip on book light that our boutique hotel guests will not easily break or steal?

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 recommend the most durable clip on book light that our boutique hotel guests will not easily break or steal?
1 real search · 1 real-search pass
most durable clip-on book lights metal construction replaceable batteries hotel guest room tamper resistantGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
most durable clip-on book lights metal construction replaceable batteries hotel guest room tamper resistant Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
most durable clip-on book lights metal construction replaceable batteries hotel guest room tamper resistant
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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