Are luxury anti aging creams containing growth factors safe to use in your early twenties or will they make my skin lazy long term?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are luxury anti aging creams containing growth factors safe to use in your early twenties or will they make my skin lazy long term?
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
topical growth factors skincare dermatology evidence safety review collagen skin barrier clinical studies Google ↗
American Academy Dermatology growth factors skin care products evidence safety topical Google ↗
- Topical growth factor preparations for facial skin rejuvenation: A systematic review · pubmed.ncbi.nlm.nih.gov
- Topical growth factor preparations for facial skin rejuvenation: A systematic review - Quinlan - 2023 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Growth factors in skin creams · dermnetnz.org
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov
- 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 |
|---|---|---|---|---|---|---|---|
topical growth factors skincare dermatology evidence safety review collagen skin barrier clinical studies OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology growth factors skin care products evidence safety topical OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |