Which rechargeable book lights have the best wholesale reputation and lowest defect rates for resale in our independent bookshop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which rechargeable book lights have the best wholesale reputation and lowest defect rates for resale in our independent bookshop?
1 real search · 1 real-search pass
rechargeable book lights wholesale suppliers bookstore resale defect rate warranty reviews 2026Google ↗
OBSERVEDReason
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)
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
rechargeable book lights wholesale suppliers bookstore resale defect rate warranty reviews 2026 Google ↗
- Wholesale book lights for your store · external.faire.com
- Wholesale book lights for your store · external.faire.com
- Indie Booksellers Create Indie Beacon Book Light · shelf-awareness.com
- Wholesale 20 pack - Indie Beacon Rechargeable Book Light for your store · faire.com