What is the most effective way to treat vertical lip lines and smoker lines around the mouth using current skincare products?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most effective way to treat vertical lip lines and smoker lines around the mouth using current skincare products?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy Dermatology retinoids wrinkles photoaging sunscreen topical tretinoin perioral wrinkles evidence Google ↗
perioral wrinkles treatment topical retinoid laser resurfacing fillers dermatology evidence Google ↗
- Retinoid or retinol? · aad.org
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review | American Journal of Clinical Dermatology · doi.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Dermal Fillers (Soft Tissue Fillers) · fda.gov
- Perioral Rejuvenation · isaps.org
- Lip Lines: Vertical Lip Wrinkles, Causes, Filler & other Treatments · my.clevelandclinic.org
- Perioral Rejuvenation in Aesthetics: Review and Debate · pubmed.ncbi.nlm.nih.gov
- Perioral Rejuvenation in Aesthetics: Review and Debate · sciencedirect.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology retinoids wrinkles photoaging sunscreen topical tretinoin perioral wrinkles evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
perioral wrinkles treatment topical retinoid laser resurfacing fillers dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |