Real ChatGPT answer · index seedbYMLNRAyxfMcompleteBeauty and personal care · hair careinformational
Are keratin treatments currently safe for heavily bleached hair or will it cause my hair to snap off if I book an appointment this afternoon
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are keratin treatments currently safe for heavily bleached hair or will it cause my hair to snap off if I book an appointment this afternoon
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 smoothing treatment bleached damaged hair breakage dermatologist advice formaldehyde heat Google ↗
American Academy Dermatology bleached hair chemical treatments breakage hair straightening Google ↗
- Formaldehyde in Hair Smoothing Products: What You Should Know · fda.gov
- Hair Smoothing Products That Release Formaldehyde When Heated · fda.gov
- What You Need to Know About Keratin Treatments · health.clevelandclinic.org
- Coloring and perming tips for healthier-looking hair · aad.org
- Hair loss: Tips for managing · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
keratin hair smoothing treatment bleached damaged hair breakage dermatologist advice formaldehyde heat OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology bleached hair chemical treatments breakage hair straightening OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |