Real ChatGPT answer · index seedHQNeKb6vxO0completeBeauty and personal care · anti-aginginformational
Why do deep nasolabial folds form, and what is the difference between treating them with topical firming creams versus non surgical dermatological procedures
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do deep nasolabial folds form, and what is the difference between treating them with topical firming creams versus non surgical dermatological procedures
1 real search · 1 real-search pass
American Academy of Dermatology retinoids wrinkles collagen sunscreen fillers risks nasolabial folds laser resurfacing radiofrequencyGoogle ↗
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
American Academy of Dermatology retinoids wrinkles collagen sunscreen fillers risks nasolabial folds laser resurfacing radiofrequency Google ↗
- Retinoid or retinol? · aad.org
- How dermatologists treat sun-damaged skin · aad.org
- Dermal Fillers (Soft Tissue Fillers) · fda.gov
- Aesthetic Dermatologic Treatments: Consensus from the Experts · pmc.ncbi.nlm.nih.gov
- Many ways to firm sagging skin · aad.org
- Nasolabial Folds (Smile Lines): Causes & Treatment, Prevention · my.clevelandclinic.org