Which dermatologist recommended anti aging creams actually deliver visible results within four weeks so I look rested for our upcoming family reunion photos.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which dermatologist recommended anti aging creams actually deliver visible results within four weeks so I look rested for our upcoming family reunion photos.
1 real search · 1 real-search pass
dermatologist recommended anti-aging skincare ingredients visible results four weeks retinol peptides niacinamide hyaluronic acid clinical evidenceGoogle ↗
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
dermatologist recommended anti-aging skincare ingredients visible results four weeks retinol peptides niacinamide hyaluronic acid clinical evidence Google ↗
- Shop product · walmart.com
- Shop product · ulta.com
- Shop product · ulta.com
- Shop product · sephora.com
- Efficacy and tolerability of a hyaluronic acid‐based serum and a peptide‐rich cream for the face and neck in subjects with photodamaged skin · pmc.ncbi.nlm.nih.gov
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Top Skin-Care Ingredients Recommended by Dermatologists · nm.org
- How to maximize results from anti-aging skin care products · aad.org
- How to select anti-aging skin care products · aad.org