What are the steps to properly patch test a new clean beauty serum on my sensitive skin before using it on my face and around my kids?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the steps to properly patch test a new clean beauty serum on my sensitive skin before using it on my face and around my kids?
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 how to patch test skin care product at home sensitive skin 7 to 10 days Google ↗
FDA cosmetics safety children keep cosmetics out of reach fragrance essential oils skin irritation patch test Google ↗
- How to Test Skin Care Products Before Use; American Academy · globenewswire.com
- Aromatherapy · fda.gov
- Allergens in Cosmetics · fda.gov
- Patch testing can find what's causing your rash · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology how to patch test skin care product at home sensitive skin 7 to 10 days OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDA cosmetics safety children keep cosmetics out of reach fragrance essential oils skin irritation patch test OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |