Real ChatGPT answer · index seedgYCqxCX0qZMcompleteBeauty and personal care · hair careinformational
Are there any dermatologists or trichologists online discussing the actual scientific benefits of sleeping on a silk pillowcase for thinning hair?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any dermatologists or trichologists online discussing the actual scientific benefits of sleeping on a silk pillowcase for thinning hair?
3 real searches · 1 real-search pass
dermatologist silk pillowcase hair breakage evidence thinning hair dermatologist explanationGoogle ↗
OBSERVEDReason
silk pillowcase hair loss dermatologist trichologist scientific evidence friction hair breakageGoogle ↗
OBSERVEDReason
American Academy Dermatology hair breakage friction pillowcase hair lossGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
dermatologist silk pillowcase hair breakage evidence thinning hair dermatologist explanation Google ↗
silk pillowcase hair loss dermatologist trichologist scientific evidence friction hair breakage Google ↗
American Academy Dermatology hair breakage friction pillowcase hair loss Google ↗
- Nocturnal Traction: Techniques Used for Hair Style Maintenance while Sleeping May Be a Risk Factor for Traction Alopecia · pmc.ncbi.nlm.nih.gov
- Hair styling without damage · aad.org
- Benefits of a Silk Pillowcase · sleepfoundation.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist silk pillowcase hair breakage evidence thinning hair dermatologist explanation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
silk pillowcase hair loss dermatologist trichologist scientific evidence friction hair breakage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology hair breakage friction pillowcase hair loss OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |