What are the top non-surgical cosmetic procedures recommended by dermatologists for softening deep horizontal neck wrinkle lines caused by looking down at phones and tablets?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top non-surgical cosmetic procedures recommended by dermatologists for softening deep horizontal neck wrinkle lines caused by looking down at phones and tablets?
3 real searches · 1 real-search pass
dermatologist recommended treatment horizontal neck lines necklace lines hyaluronic acid filler laser resurfacing retinoidGoogle ↗
OBSERVEDComparison
American Academy Dermatology neck wrinkles treatments laser retinoid botulinum toxin filler neck linesGoogle ↗
OBSERVEDComparison
horizontal neck lines treatment review hyaluronic acid filler botulinum toxin radiofrequency microneedling dermatologyGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
dermatologist recommended treatment horizontal neck lines necklace lines hyaluronic acid filler laser resurfacing retinoid Google ↗
American Academy Dermatology neck wrinkles treatments laser retinoid botulinum toxin filler neck lines Google ↗
horizontal neck lines treatment review hyaluronic acid filler botulinum toxin radiofrequency microneedling dermatology Google ↗
- Treatment of Horizontal Wrinkles of the Neck Using a Hyaluronic Acid Filler: Results From a Prospective Study · pubmed.ncbi.nlm.nih.gov
- Efficacy and Safety of Hyaluronic Acid Fillers for Horizontal Neck Lines: A Systematic Review and Meta-Analysis | Aesthetic Surgery Journal Open Forum · academic.oup.com
- Nonsurgical Rejuvenation of the Neck · pubmed.ncbi.nlm.nih.gov
- Many ways to firm sagging skin · aad.org
- Botulinum toxin therapy: FAQs · aad.org
- A Dermatologist’s Guide to Nonsurgical Rejuvenation of the Neck and Jawline · pmc.ncbi.nlm.nih.gov
- Expert Treatment Considerations for Lower Face and Neck Rejuvenation - Fabi - 2026 - Dermatological Reviews · onlinelibrary.wiley.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist recommended treatment horizontal neck lines necklace lines hyaluronic acid filler laser resurfacing retinoid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology neck wrinkles treatments laser retinoid botulinum toxin filler neck lines OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
horizontal neck lines treatment review hyaluronic acid filler botulinum toxin radiofrequency microneedling dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |