What are the most effective dermatologist recommended treatments for reducing deep neck wrinkle lines that have appeared over the last decade?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective dermatologist recommended treatments for reducing deep neck wrinkle lines that have appeared over the last decade?
2 real searches · 1 real-search pass
dermatologist recommended treatments deep horizontal neck wrinkles necklace lines fractional laser radiofrequency microneedling filler retinoids evidenceGoogle ↗
OBSERVEDConsequence
American Academy Dermatology neck wrinkles treatment retinoid laser botulinum toxin neck linesGoogle ↗
OBSERVEDInstruction
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
dermatologist recommended treatments deep horizontal neck wrinkles necklace lines fractional laser radiofrequency microneedling filler retinoids evidence Google ↗
American Academy Dermatology neck wrinkles treatment retinoid laser botulinum toxin neck lines Google ↗
- A Dermatologist’s Guide to Nonsurgical Rejuvenation of the Neck and Jawline · pmc.ncbi.nlm.nih.gov
- A Systematic Review of Injectable Treatment Options for Horizontal Neck Rhytides - Sollitto - 2026 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- The Efficacy and Safety of Radiofrequency Microneedling Versus a Nonablative Fractional 1,550-nm Erbium:Glass Laser for the Rejuvenation of the Neck · pubmed.ncbi.nlm.nih.gov
- Botulinum toxin therapy: FAQs · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist recommended treatments deep horizontal neck wrinkles necklace lines fractional laser radiofrequency microneedling filler retinoids evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology neck wrinkles treatment retinoid laser botulinum toxin neck lines OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |