What causes sudden neck wrinkles in your late twenties and what active ingredients do I need to look for on skincare labels today to reverse the damage?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes sudden neck wrinkles in your late twenties and what active ingredients do I need to look for on skincare labels today to reverse the damage?
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 based dermatology neck wrinkles topical retinoids sunscreen hyaluronic acid niacinamide peptides ingredients recommendations Google ↗
American Academy Dermatology retinoids wrinkles sunscreen photoaging moisturizer hyaluronic acid niacinamide Google ↗
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Top Skin-Care Ingredients Recommended by Dermatologists · nm.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Wrinkle remedies · aad.org
- Retinoid or retinol? · aad.org
- How dermatologists treat sun-damaged skin · aad.org
- How to select anti-aging skin care products · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence based dermatology neck wrinkles topical retinoids sunscreen hyaluronic acid niacinamide peptides ingredients recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology retinoids wrinkles sunscreen photoaging moisturizer hyaluronic acid niacinamide OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |