Real ChatGPT answer · index seedpfaxsyf0mTwcompleteBeauty and personal care · hair careinformational
Do sulfate free shampoo options actually help retain moisture better for curly hair, or is it just a marketing gimmick to justify higher retail prices?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do sulfate free shampoo options actually help retain moisture better for curly hair, or is it just a marketing gimmick to justify higher retail prices?
1 real search · 1 real-search pass
sulfate free shampoo curly hair evidence surfactants hair moisture dermatology SLS SLESGoogle ↗
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
sulfate free shampoo curly hair evidence surfactants hair moisture dermatology SLS SLES Google ↗
- Pro and Contra of Cleansing Conditioners · pmc.ncbi.nlm.nih.gov
- What Are Sulfates in Shampoo? Experts Explain · goodhousekeeping.com
- Hair Care Products Used by Women of African Descent: Review of Ingredients · mdedge.com
- Society for Pediatric Dermatology: Curly/Coily Hair Care Tips from Pediatric Dermatologists · pedsderm.net
- Shampoos · dermnetnz.org
- 6 curly hair care tips from dermatologists · aad.org
- 6 curly hair tips from dermatologists · aad.org