Real ChatGPT answer · index seedgC7KTIUMFq8completeBeauty and personal care · clean beautyinformational
What natural ingredients work best in curly hair products as a substitute for bond builders like Olaplex?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What natural ingredients work best in curly hair products as a substitute for bond builders like Olaplex?
1 real search · 1 real-search pass
natural ingredients hair fiber damage hydrolyzed proteins coconut oil hair breakage evidence review disulfide bond repair hair cosmeticsGoogle ↗
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
natural ingredients hair fiber damage hydrolyzed proteins coconut oil hair breakage evidence review disulfide bond repair hair cosmetics Google ↗
- Effect of mineral oil, sunflower oil, and coconut oil on prevention of hair damage · pubmed.ncbi.nlm.nih.gov
- Hair Cosmetics: An Overview · pmc.ncbi.nlm.nih.gov
- Hair Cosmetics for the Hair Loss Patient · pmc.ncbi.nlm.nih.gov
- On Hair Care Physicochemistry: From Structure and Degradation to Novel Biobased Conditioning Agents · pmc.ncbi.nlm.nih.gov
- Chemical bonds and hair behaviour—A review - Breakspear - 2024 - International Journal of Cosmetic Science · onlinelibrary.wiley.com
- Targeted keratin repair: A plant‐based approach to hair strength and surface restoration - Gyenge - International Journal of Cosmetic Science · onlinelibrary.wiley.com