How do I properly prep my face for a laser skin rejuvenation procedure this afternoon and what should I avoid putting on my skin beforehand
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I properly prep my face for a laser skin rejuvenation procedure this afternoon and what should I avoid putting on my skin beforehand
1 real search · 1 real-search pass
American Academy Dermatology laser resurfacing preparation before procedure retinoids sun exposure makeup instructionsGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
American Academy Dermatology laser resurfacing preparation before procedure retinoids sun exposure makeup instructions Google ↗
- Laser Skin Resurfacing: Lasers Types, Skin Conditions, What to Expect · my.clevelandclinic.org
- Laser resurfacing · mayoclinic.org
- How Do I Prepare for a Laser Skin Resurfacing Treatment? · prod.theaestheticsociety.org
- Laser Resurfacing for Sun-damaged · asds.net