My cheeks get red and irritated easily, so I need to know what current dermatological advice says about managing sensitive skin flare-ups when wearing heavy makeup daily.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My cheeks get red and irritated easily, so I need to know what current dermatological advice says about managing sensitive skin flare-ups when wearing heavy makeup daily.
3 real searches · 1 real-search pass
2026 dermatology guidance sensitive skin rosacea makeup daily flare-ups skin barrier recommendationsGoogle ↗
OBSERVEDInstruction
American Academy of Dermatology sensitive skin rosacea makeup skin care fragrance free gentle cleanser moisturizer sunscreen adviceGoogle ↗
OBSERVEDInstruction
AAD contact dermatitis cosmetics makeup patch testing sensitive skin face adviceGoogle ↗
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). 3 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
2026 dermatology guidance sensitive skin rosacea makeup daily flare-ups skin barrier recommendations Google ↗
American Academy of Dermatology sensitive skin rosacea makeup skin care fragrance free gentle cleanser moisturizer sunscreen advice Google ↗
AAD contact dermatitis cosmetics makeup patch testing sensitive skin face advice Google ↗
- 7 rosacea skin care tips dermatologists recommend · aad.org
- How to prevent rosacea flare-ups · aad.org
- Diagnosis and treatment · mayoclinic.org
- Rosacea Skin Care & Cosmetics · rosacea.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 dermatology guidance sensitive skin rosacea makeup daily flare-ups skin barrier recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Dermatology sensitive skin rosacea makeup skin care fragrance free gentle cleanser moisturizer sunscreen advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AAD contact dermatitis cosmetics makeup patch testing sensitive skin face advice OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |