Real ChatGPT answer · index seedxdSbhHCOZjAcompleteBeauty and personal care · anti-aginginformational
Do peptide-infused neck firming creams really help with vertical neck bands or is surgery the only real option?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do peptide-infused neck firming creams really help with vertical neck bands or is surgery the only real option?
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
evidence peptide creams topical peptides skin aging neck wrinkles platysmal bands treatment dermatology Google ↗
vertical neck bands platysma treatment botulinum toxin surgery evidence dermatology Google ↗
- Oral and topical peptides for skin aging: systematic review and meta-analysis of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Oral and topical peptides for skin aging: systematic review and meta-analysis of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Many ways to firm sagging skin · aad.org
- Botulinum Toxin Treatment for Mild to Moderate Platysma Bands: A Systematic Review of Efficacy, Safety, and Injection Technique · pubmed.ncbi.nlm.nih.gov
- Improving Neck and Jawline Aesthetics With OnabotulinumtoxinA by Minimizing Platysma Muscle Contraction Effects: Efficacy and Safety Results in a Phase 3 Randomized, Placebo-Controlled Study · pmc.ncbi.nlm.nih.gov
- Efficacy and Safety of OnabotulinumtoxinA for the Treatment of Platysma Prominence: A Systematic Review and Meta-Analysis of Randomized Controlled Trials · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence peptide creams topical peptides skin aging neck wrinkles platysmal bands treatment dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
vertical neck bands platysma treatment botulinum toxin surgery evidence dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |