What are the current professional consensus steps for layering skincare products after a soothing facial for sensitive skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current professional consensus steps for layering skincare products after a soothing facial for sensitive skin?
2 real searches · 1 real-search pass
American Academy of Dermatology sensitive skin skin care fragrance free moisturizer sunscreen gentle cleanser after facial exfoliation avoid retinoids acidsGoogle ↗
OBSERVEDConsequence
dermatologist guidance post facial aftercare sensitive skin barrier repair avoid exfoliants retinoids sunscreenGoogle ↗
OBSERVEDInstruction
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 sensitive skin skin care fragrance free moisturizer sunscreen gentle cleanser after facial exfoliation avoid retinoids acids Google ↗
dermatologist guidance post facial aftercare sensitive skin barrier repair avoid exfoliants retinoids sunscreen Google ↗
- International Expert Consensus on Integrated Skincare Active Ingredients for Pretreatment and Posttreatment Use With Medical Aesthetic Procedures to Enhance Skin Benefits · pmc.ncbi.nlm.nih.gov
- Do facial masks work, and should I add one to my skin care routine? · aad.org
- Concomitant Use of Dermo-Cosmetic Skin Care in Aesthetic Procedures: Systematic Review with Expert Panel Recommendations · pmc.ncbi.nlm.nih.gov
- How to safely exfoliate at home · aad.org
- Should I apply my skin care products in a certain order? · aad.org
- 7 rosacea skin care tips dermatologists recommend · aad.org
- Facebook · health.clevelandclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology sensitive skin skin care fragrance free moisturizer sunscreen gentle cleanser after facial exfoliation avoid retinoids acids OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
dermatologist guidance post facial aftercare sensitive skin barrier repair avoid exfoliants retinoids sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |