Real ChatGPT answer · index seedyHRIwtKr9QgcompleteBeauty and personal care · hair careinformational
Could you explain the mechanics of how heat protectant sprays actually shield aging hair fibers from flat iron damage during styling?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you explain the mechanics of how heat protectant sprays actually shield aging hair fibers from flat iron damage during styling?
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). 2 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 heat protectant polymers silicones thermal damage flat iron hair fiber study cuticle aging weathered hair Google ↗
thermal damage human hair fiber heat styling water hydrogen bonds protein degradation study heat protectant Google ↗
- Heat-damaged evaluation of virgin hair · pubmed.ncbi.nlm.nih.gov
- Kinetics of the changes imparted to the main structural components of human hair by thermal treatment · sciencedirect.com
- Key locations of oxidative damage in human hair keratins after heat and ultraviolet light exposure. · pubmed.ncbi.nlm.nih.gov
- The effect of various cosmetic pretreatments on protecting hair from thermal damage by hot flat ironing · pubmed.ncbi.nlm.nih.gov
- Heat Protection Getting Warmer: Specialty Silicones for Hair · cosmeticsandtoiletries.com
- The effects of water on heat-styling damage · pubmed.ncbi.nlm.nih.gov
- Prevention of Hair Heat Damage via Thermoresponsive Organic Silicon-Modified Keratin · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hair heat protectant polymers silicones thermal damage flat iron hair fiber study cuticle aging weathered hair OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
thermal damage human hair fiber heat styling water hydrogen bonds protein degradation study heat protectant OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |