What is a reliable weekly wash day routine using lightweight humectants for 3C low porosity hair that easily suffers from product buildup?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is a reliable weekly wash day routine using lightweight humectants for 3C low porosity hair that easily suffers from product buildup?
1 real search · 1 real-search pass
dermatologist low porosity hair product buildup clarifying shampoo humectants glycerin hair care adviceGoogle ↗
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
dermatologist low porosity hair product buildup clarifying shampoo humectants glycerin hair care advice Google ↗
- Tips for healthy hair · aad.org
- Society for Pediatric Dermatology: Curly/Coily Hair Care Tips from Pediatric Dermatologists · pedsderm.net
- Pro and Contra of Cleansing Conditioners · pmc.ncbi.nlm.nih.gov