Is pure argan oil better than grapeseed oil for sealing moisture into high porosity 4C curls during the winter dry season in Denver?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is pure argan oil better than grapeseed oil for sealing moisture into high porosity 4C curls during the winter dry season in Denver?
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
argan oil grapeseed oil hair conditioning fatty acid composition cosmetic hair moisture retention evidence high porosity curls Google ↗
Denver Colorado winter relative humidity indoor heating dry climate hair care Google ↗
- Hair Oils: Indigenous Knowledge Revisited · pmc.ncbi.nlm.nih.gov
- The benefits and challenges of treating skin with natural oils - McMullen - 2024 - International Journal of Cosmetic Science · doi.org
- Hair Cosmetics: An Overview · pmc.ncbi.nlm.nih.gov
- An Overview on Hair Porosity · nyscc.org
- Coconut, Castor, and Argan Oil for Hair in Skin of Color Patients: A Systematic Review · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
argan oil grapeseed oil hair conditioning fatty acid composition cosmetic hair moisture retention evidence high porosity curls OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Denver Colorado winter relative humidity indoor heating dry climate hair care OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |