Are professional keratin treatments worth the high price tag or should I just buy a cheaper chemical straightening kit from the drugstore?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are professional keratin treatments worth the high price tag or should I just buy a cheaper chemical straightening kit from the drugstore?
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
professional keratin hair smoothing treatment formaldehyde risks FDA hair relaxer chemical straightening damage dermatology Google ↗
at-home hair relaxer kit safety scalp burns hair breakage dermatologist chemical straightening Google ↗
- Formaldehyde in Hair Smoothing Products: What You Should Know · fda.gov
- What You Need to Know About Keratin Treatments · health.clevelandclinic.org
- Hair Salons: Facts about Formaldehyde in Hair Products - Overview · osha.gov
- Ten pearls every dermatologist should know about the appropriate use of relaxers · pubmed.ncbi.nlm.nih.gov
- Hair Dye and Hair Relaxers · fda.gov
- Effects of chemical straighteners on the hair shaft and scalp · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
professional keratin hair smoothing treatment formaldehyde risks FDA hair relaxer chemical straightening damage dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
at-home hair relaxer kit safety scalp burns hair breakage dermatologist chemical straightening OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |