What active ingredients should my clients with acne prone skin avoid entirely when shopping for a daily facial sunscreen
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active ingredients should my clients with acne prone skin avoid entirely when shopping for a daily facial sunscreen
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 sunscreen noncomedogenic ingredients sunscreen acne prone skin guidance Google ↗
FDA sunscreen active ingredients zinc oxide titanium dioxide avobenzone octocrylene acne prone skin Google ↗
- How do I know if I'm using the right sunscreen? · aad.org
- Acne: Tips for managing · aad.org
- Sunscreen FAQs · aad.org
- How to decode a sunscreen label · aad.org
- How to control oily skin · aad.org
- The Personalized Acne Treatment Tool — Recommendations to facilitate a patient-centered approach to acne management from the Personalizing Acne: Consensus of Experts · pmc.ncbi.nlm.nih.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 sunscreen noncomedogenic ingredients sunscreen acne prone skin guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA sunscreen active ingredients zinc oxide titanium dioxide avobenzone octocrylene acne prone skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |