Real ChatGPT answer · index seediEom8ONrW7ocompleteBeauty and personal care · hair careinformational
How do sulfate free shampoos differ from traditional clarifying shampoos in terms of scalp health and long term moisture retention for the whole family
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The searches the AI actually ran for this prompt.
SEED QUERY
How do sulfate free shampoos differ from traditional clarifying shampoos in terms of scalp health and long term moisture retention for the whole family
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
American Academy of Dermatology shampoo sulfates scalp dryness clarifying shampoo hair care surfactants Google ↗
Cleveland Clinic clarifying shampoo how often dry scalp sulfate-free shampoo Google ↗
- Shampoos · dermnetnz.org
- Shampoo and Conditioners: What a Dermatologist Should Know? · pmc.ncbi.nlm.nih.gov
- Hair Cosmetics for the Hair Loss Patient · pmc.ncbi.nlm.nih.gov
- How Often Should You Really Wash Your Hair? · health.clevelandclinic.org
- Tips for healthy hair · aad.org
- Society for Pediatric Dermatology: Curly/Coily Hair Care Tips from Pediatric Dermatologists · pedsderm.net
- How to treat dandruff · aad.org
- What’s the Benefit of Switching to a Sulfate-free Shampoo? · goodrx.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology shampoo sulfates scalp dryness clarifying shampoo hair care surfactants OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cleveland Clinic clarifying shampoo how often dry scalp sulfate-free shampoo OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |