Real ChatGPT answer · index seedW0rHq1uHmfwcompleteBeauty and personal care · hair careinformational
How do weather humidity levels actually affect the cuticle of curly hair, and what specific types of polymers should I look for in modern styling gels to block moisture?
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The searches the AI actually ran for this prompt.
SEED QUERY
How do weather humidity levels actually affect the cuticle of curly hair, and what specific types of polymers should I look for in modern styling gels to block moisture?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
hair humidity water absorption keratin hydrogen bonds cuticle scientific review hair fiber humidity Google ↗
hair styling film forming polymers humidity resistance polyquaternium acrylates copolymer VP/VA hair gel research Google ↗
- High Humidity Mechanical Properties of Film Forming Polymers for Personal Care Applications - Ferrar - 2025 - Advances in Polymer Technology · onlinelibrary.wiley.com
- Performances of fixative polymers for the virgin Thai hair · li01.tci-thaijo.org
- Hair Gel Matrix · care360.basf.com
- High Humidity Mechanical Properties of Film Forming Polymers for Personal Care Applications - Ferrar - 2025 - Advances in Polymer Technology · onlinelibrary.wiley.com
- The kinetics of moisture sorption by hair. · pubmed.ncbi.nlm.nih.gov
- Chemical bonds and hair behaviour—A review - Breakspear - 2024 - International Journal of Cosmetic Science · onlinelibrary.wiley.com
- Polymer composite principles applied to hair styling gels. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hair humidity water absorption keratin hydrogen bonds cuticle scientific review hair fiber humidity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hair styling film forming polymers humidity resistance polyquaternium acrylates copolymer VP/VA hair gel research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |