What is the correct protocol for patch-testing a new chemical exfoliant to ensure my sensitive skin will not experience contact dermatitis or chemical burns?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the correct protocol for patch-testing a new chemical exfoliant to ensure my sensitive skin will not experience contact dermatitis or chemical burns?
3 real searches · 1 real-search pass
American Academy of Dermatology how to test skin care products at home patch test 7 to 10 daysGoogle ↗
OBSERVEDConsequence
FDA alpha hydroxy acids sun sensitivity skin irritation chemical peel safetyGoogle ↗
OBSERVEDConsequence
NHS chemical burns skin rinse running water 20 minutesGoogle ↗
OBSERVEDConsequence
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). 2 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
American Academy of Dermatology how to test skin care products at home patch test 7 to 10 days Google ↗
FDA alpha hydroxy acids sun sensitivity skin irritation chemical peel safety Google ↗
NHS chemical burns skin rinse running water 20 minutes Google ↗
- How to test skin care products · aad.org
- Patch testing can find what's causing your rash · aad.org
- Acid and chemical burns · nhs.uk
- Burns and scalds · nhs.uk
- Alpha Hydroxy Acids · fda.gov
- Guidance for Industry: Labeling for Cosmetics Containing Alpha Hydroxy Acids · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology how to test skin care products at home patch test 7 to 10 days OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDA alpha hydroxy acids sun sensitivity skin irritation chemical peel safety OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NHS chemical burns skin rinse running water 20 minutes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |