Are DIY scalp scrubs made with brown sugar safer for daily use than the expensive exfoliating shampoos sold at Sephora?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are DIY scalp scrubs made with brown sugar safer for daily use than the expensive exfoliating shampoos sold at Sephora?
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
dermatologist advice scalp exfoliation physical scrubs irritation daily use brown sugar scalp scrub Google ↗
American Academy Dermatology scalp exfoliation dandruff shampoo frequency sensitive scalp Google ↗
- How to safely exfoliate at home · aad.org
- How to treat dandruff · aad.org
- The 6 best scalp scrubs, according to hair experts · nbcnews.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist advice scalp exfoliation physical scrubs irritation daily use brown sugar scalp scrub OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology scalp exfoliation dandruff shampoo frequency sensitive scalp OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |