Real ChatGPT answer · index seedHUtwkFimSYscompleteBeauty and personal care · cosmeticsinformational
What concentration of AHA is considered safe for someone who has never used chemical exfoliants but has resilient skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What concentration of AHA is considered safe for someone who has never used chemical exfoliants but has resilient skin?
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
FDA alpha hydroxy acids consumer guidance 10 percent pH 3.5 sun sensitivity Google ↗
American Academy Dermatology alpha hydroxy acids glycolic acid at home exfoliation beginner concentration Google ↗
- Alpha Hydroxy Acids · fda.gov
- How to safely exfoliate at home · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA alpha hydroxy acids consumer guidance 10 percent pH 3.5 sun sensitivity OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology alpha hydroxy acids glycolic acid at home exfoliation beginner concentration OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |