As someone running a holistic beauty brand, I am looking for the most effective essential oil blends that genuinely help soothe itchy scalps and stop dandruff.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone running a holistic beauty brand, I am looking for the most effective essential oil blends that genuinely help soothe itchy scalps and stop dandruff.
3 real searches · 1 real-search pass
tea tree oil shampoo dandruff randomized controlled trial 5 percent evidence safety contact dermatitis essential oils scalpGoogle ↗
OBSERVEDReason
American Academy Dermatology dandruff treatment ketoconazole selenium sulfide zinc pyrithione scalp essential oilsGoogle ↗
OBSERVEDComparison
essential oils allergic contact dermatitis tea tree oil oxidation dilution safety dermatologyGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
tea tree oil shampoo dandruff randomized controlled trial 5 percent evidence safety contact dermatitis essential oils scalp Google ↗
American Academy Dermatology dandruff treatment ketoconazole selenium sulfide zinc pyrithione scalp essential oils Google ↗
essential oils allergic contact dermatitis tea tree oil oxidation dilution safety dermatology Google ↗
- Treatment of dandruff with 5% tea tree oil shampoo · pubmed.ncbi.nlm.nih.gov
- Efficacy and safety of Melaleuca alternifolia (tea tree) oil for human health—A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Allergic contact dermatitis to essential oils · dermnetnz.org
- Tea tree oil: contact allergy and chemical composition · pubmed.ncbi.nlm.nih.gov
- Irritation and allergic reactions · tisserandinstitute.org
- How to treat dandruff · aad.org
- Dandruff · dermatology.ca
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tea tree oil shampoo dandruff randomized controlled trial 5 percent evidence safety contact dermatitis essential oils scalp OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology dandruff treatment ketoconazole selenium sulfide zinc pyrithione scalp essential oils OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
essential oils allergic contact dermatitis tea tree oil oxidation dilution safety dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |