Real ChatGPT answer · index seedJcJ3gCyvQsYcompleteBeauty and personal care · clean beautyinformational
What are the most common hidden chemical triggers in conventional skincare that make managing rosacea flare ups so difficult for adults in their forties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common hidden chemical triggers in conventional skincare that make managing rosacea flare ups so difficult for adults in their forties?
3 real searches · 1 real-search pass
rosacea skin care ingredients triggers fragrance alcohol exfoliation retinoids American Academy Dermatology rosacea skin careGoogle ↗
OBSERVEDReason
National Rosacea Society skin care products ingredients avoid fragrance menthol camphor sodium lauryl sulfateGoogle ↗
OBSERVEDOther / navigational
rosacea adults menopause perimenopause skin sensitivity age 40s dermatology evidenceGoogle ↗
OBSERVEDReason
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
rosacea skin care ingredients triggers fragrance alcohol exfoliation retinoids American Academy Dermatology rosacea skin care Google ↗
National Rosacea Society skin care products ingredients avoid fragrance menthol camphor sodium lauryl sulfate Google ↗
rosacea adults menopause perimenopause skin sensitivity age 40s dermatology evidence Google ↗
- Seal of Acceptance Guidelines for Approval · rosacea.org
- A Guide to the Ingredients and Potential Benefits of Over-the-Counter Cleansers and Moisturizers for Rosacea Patients · pmc.ncbi.nlm.nih.gov
- 7 rosacea skin care tips dermatologists recommend · aad.org
- How to prevent rosacea flare-ups · aad.org
- Facial Cleansing for Rosacea · rosacea.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
rosacea skin care ingredients triggers fragrance alcohol exfoliation retinoids American Academy Dermatology rosacea skin care OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
National Rosacea Society skin care products ingredients avoid fragrance menthol camphor sodium lauryl sulfate OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
rosacea adults menopause perimenopause skin sensitivity age 40s dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |