What is the current consensus on the best sulfate free shampoo for sensitive scalps that also defines curls well?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus on the best sulfate free shampoo for sensitive scalps that also defines curls well?
2 real searches · 1 real-search pass
best sulfate-free shampoo sensitive scalp curly hair dermatologist fragrance free curl definition 2026Google ↗
OBSERVEDDefinition
American Academy Dermatology sensitive scalp shampoo fragrance free contact dermatitis hair products fragrance allergens sulfate free shampoo curly hair dermatologistGoogle ↗
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 (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
best sulfate-free shampoo sensitive scalp curly hair dermatologist fragrance free curl definition 2026 Google ↗
American Academy Dermatology sensitive scalp shampoo fragrance free contact dermatitis hair products fragrance allergens sulfate free shampoo curly hair dermatologist Google ↗
- Shop Curlsmith · iherb.com
- Shop Briogeo · sephora.com
- Shop Ouidad · ouidad.com
- Shop Redken · ulta.com
- Shop Living Proof · sephora.com
- Allergic Contact Dermatitis of the Scalp Associated with Scalp Applied Products: A Systematic Review of Topical Allergens - Christine T. Pham, Margit Juhasz, Jessica Lin, Kiana Hashemi, Golara Honari, Natasha Atanaskova Mesinkovska, 2022 · doi.org
- Allergic Contact Dermatitis of the Scalp Associated With Scalp Applied Products: A Systematic Review of Topical Allergens. · pubmed.ncbi.nlm.nih.gov
- Shampoos · dermnetnz.org
- Tips for healthy hair · aad.org
- 6 curly hair care tips from dermatologists · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best sulfate-free shampoo sensitive scalp curly hair dermatologist fragrance free curl definition 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
American Academy Dermatology sensitive scalp shampoo fragrance free contact dermatitis hair products fragrance allergens sulfate free shampoo curly hair dermatologist OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |