Can glycolic acid pads from the drugstore replace expensive dermatologist visits for keeping adult acne and fine lines under control
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can glycolic acid pads from the drugstore replace expensive dermatologist visits for keeping adult acne and fine lines under control
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 adult acne skin care glycolic acid alpha hydroxy acid retinoid fine lines sunscreen recommendations Google ↗
FDA alpha hydroxy acids sun sensitivity glycolic acid skincare Google ↗
- Adult acne treatment dermatologists recommend · aad.org
- Retinoid or retinol? · aad.org
- Acne: Diagnosis and treatment · aad.org
- Alpha Hydroxy Acids · fda.gov
- Guidance for Industry: Labeling for Cosmetics Containing Alpha Hydroxy Acids · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology adult acne skin care glycolic acid alpha hydroxy acid retinoid fine lines sunscreen recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA alpha hydroxy acids sun sensitivity glycolic acid skincare OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |