Real ChatGPT answer · index seedimmCCyOFosYcompleteBeauty and personal care · hair removalcommercial
what specific ingredients should I avoid in my skincare products during post laser skin care recovery
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what specific ingredients should I avoid in my skincare products during post laser skin care recovery
1 real search · 1 real-search pass
post laser skin care recovery ingredients to avoid dermatology guidance resurfacing laser retinoids acids fragranceGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
post laser skin care recovery ingredients to avoid dermatology guidance resurfacing laser retinoids acids fragrance 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
- Recommendations on Periprocedural Skincare for Energy-Based Dermatologic Procedures · pmc.ncbi.nlm.nih.gov
- Recommendations on Periprocedural Skincare for Energy-Based Dermatologic Procedures · pmc.ncbi.nlm.nih.gov
- Laser Skin Resurfacing: Lasers Types, Skin Conditions, What to Expect · my.clevelandclinic.org