Real ChatGPT answer · index seed4wISMzFzGgEcompleteBeauty and personal care · hair careinformational
What ingredients must I avoid in my daily conditioner if I have high porosity hair that needs heavy protein moisture balance right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What ingredients must I avoid in my daily conditioner if I have high porosity hair that needs heavy protein moisture balance right now?
1 real search · 1 real-search pass
high porosity hair conditioner protein moisture balance hydrolyzed protein fatty alcohols dermatology hair careGoogle ↗
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)
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
high porosity hair conditioner protein moisture balance hydrolyzed protein fatty alcohols dermatology hair care Google ↗
- On Hair Care Physicochemistry: From Structure and Degradation to Novel Biobased Conditioning Agents · pmc.ncbi.nlm.nih.gov
- Shampoo and Conditioners: What a Dermatologist Should Know? · pmc.ncbi.nlm.nih.gov
- Society for Pediatric Dermatology: Curly/Coily Hair Care Tips from Pediatric Dermatologists · pedsderm.net
- How to Choose the Best Conditioner for Your Hair Type · garnierusa.com
- High Porosity Hair: How to Identify, Care For, and Repair It · smilehairclinic.com