Real ChatGPT answer · index seedkCbbXHlQ2gYcompleteBeauty and personal care · hair careinformational
Why do professional keratin smoothing treatments sometimes cause excessive shedding two months after application, and how can I mitigate protein overload?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do professional keratin smoothing treatments sometimes cause excessive shedding two months after application, and how can I mitigate protein overload?
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
keratin hair straightening treatment hair loss breakage formaldehyde heat damage dermatology telogen effluvium 2 months Google ↗
American Academy Dermatology hair shedding telogen effluvium 2 to 3 months causes hair breakage Google ↗
- Straight to the Point: What Do We Know So Far on Hair Straightening? · pmc.ncbi.nlm.nih.gov
- Effects of chemical straighteners on the hair shaft and scalp · pubmed.ncbi.nlm.nih.gov
- Hair Smoothing Products That Release Formaldehyde When Heated · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
keratin hair straightening treatment hair loss breakage formaldehyde heat damage dermatology telogen effluvium 2 months OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology hair shedding telogen effluvium 2 to 3 months causes hair breakage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |