Nothing seems to be working on these deep lines around my mouth, what is the best way to treat stubborn laugh lines without surgery.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Nothing seems to be working on these deep lines around my mouth, what is the best way to treat stubborn laugh lines without surgery.
1 real search · 1 real-search pass
best evidence-based non surgical treatments deep nasolabial folds dermal fillers laser radiofrequency microneedling dermatology guidanceGoogle ↗
OBSERVEDComparison
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
best evidence-based non surgical treatments deep nasolabial folds dermal fillers laser radiofrequency microneedling dermatology guidance Google ↗
- Dermal Fillers (Soft Tissue Fillers) · fda.gov
- Nasolabial Folds (Smile Lines): Causes & Treatment, Prevention · my.clevelandclinic.org
- The Best Nonsurgical Treatments For Nasolabial Folds & Marionette Lines · prod.theaestheticsociety.org
- Radiofrequency Microneedling: Technology, Devices, and Indications in the Modern Plastic Surgery Practice · pmc.ncbi.nlm.nih.gov
- Perioral Rejuvenation in Aesthetics: Review and Debate · pubmed.ncbi.nlm.nih.gov
- How to Treat Skin Quality: A Consensus‐Based Treatment Algorithm and Expert Guidance · pmc.ncbi.nlm.nih.gov
- Dermal Filler Do's and Don'ts for Wrinkles, Lips and More · fda.gov