Looking for a detailed comparison of silk versus satin pillowcases for preventing breakage on fragile bleached blonde hair while sleeping.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a detailed comparison of silk versus satin pillowcases for preventing breakage on fragile bleached blonde hair while sleeping.
1 real search · 1 real-search pass
silk vs polyester satin pillowcase hair breakage friction bleached hair evidence 2025Google ↗
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
silk vs polyester satin pillowcase hair breakage friction bleached hair evidence 2025 Google ↗
- Understanding and controlling the friction of human hair · pubmed.ncbi.nlm.nih.gov
- Satin vs. Silk Pillowcase · sleepfoundation.org
- Do Satin or Silk Pillowcases Actually Work? A Dermatologist Weighs In · eonline.com
- Shop Fishers Finery · fishersfinery.com
- Shop Mulberry Park Silks · mulberryparksilks.com
- Shop at Nordstrom · nordstrom.com
- Shop DAISYSILK · daisysilk.com