What ingredients should I avoid entirely when looking into the curly girl method basics for my textured older hair?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What ingredients should I avoid entirely when looking into the curly girl method basics for my textured older hair?
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
Curly Girl Method ingredients sulfates silicones drying alcohols textured hair dermatologist mature hair evidence Google ↗
American Academy Dermatology curly hair care dry hair shampoo sulfates alcohols conditioner Google ↗
- 6 curly hair care tips from dermatologists · aad.org
- Society for Pediatric Dermatology: Curly/Coily Hair Care Tips from Pediatric Dermatologists · pedsderm.net
- Curly girl method: Steps, benefits, and drawbacks · medicalnewstoday.com
- With or without Silicones? A Comprehensive Review of Their Role in Hair Care · pmc.ncbi.nlm.nih.gov
- Tips for healthy hair · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Curly Girl Method ingredients sulfates silicones drying alcohols textured hair dermatologist mature hair evidence OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology curly hair care dry hair shampoo sulfates alcohols conditioner OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |