What steps should I take to transition my teenager current skincare products to clean beauty options that will not trigger breakouts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should I take to transition my teenager current skincare products to clean beauty options that will not trigger breakouts?
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 acne skin care noncomedogenic gentle cleanser moisturizer sunscreen teen acne skin care routine Google ↗
FDA clean beauty cosmetics term clean natural ingredients safety fragrance allergy skincare Google ↗
- Acne: Tips for managing · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- Allergens in Cosmetics · 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 acne skin care noncomedogenic gentle cleanser moisturizer sunscreen teen acne skin care routine OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA clean beauty cosmetics term clean natural ingredients safety fragrance allergy skincare OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |