What causes severe product buildup from aerosol dry shampoos, and what is the best clarifying routine to reset the scalp biome?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes severe product buildup from aerosol dry shampoos, and what is the best clarifying routine to reset the scalp biome?
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
aerosol dry shampoo scalp buildup ingredients starch sebum scalp dermatology advice clarifying shampoo Google ↗
American Academy Dermatology dry shampoo scalp buildup dandruff shampoo washing scalp Google ↗
- Dry shampoo: Dermatologists' tips for getting your best results · aad.org
- How to treat dandruff · aad.org
- Shampoos · dermnetnz.org
- Is your dry scalp something more serious? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
aerosol dry shampoo scalp buildup ingredients starch sebum scalp dermatology advice clarifying shampoo OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology dry shampoo scalp buildup dandruff shampoo washing scalp OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |