What is the consensus among dermatologists regarding the pricing versus efficacy of high end anti aging creams compared to drugstore alternatives?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus among dermatologists regarding the pricing versus efficacy of high end anti aging creams compared to drugstore alternatives?
2 real searches · 1 real-search pass
dermatologists expensive luxury anti-aging skincare creams drugstore alternatives efficacy ingredients retinoids sunscreen moisturizer evidence American Academy DermatologyGoogle ↗
OBSERVEDComparison
systematic review cosmetic anti-aging creams price brand efficacy ingredients retinoids peptides vitamin C dermatology evidenceGoogle ↗
OBSERVEDReason
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
dermatologists expensive luxury anti-aging skincare creams drugstore alternatives efficacy ingredients retinoids sunscreen moisturizer evidence American Academy Dermatology Google ↗
systematic review cosmetic anti-aging creams price brand efficacy ingredients retinoids peptides vitamin C dermatology evidence Google ↗
- How to select anti-aging skin care products · aad.org
- Wrinkle remedies · aad.org
- Retinoid or retinol? · aad.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Scholars@Duke publication: Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study. · scholars.duke.edu
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologists expensive luxury anti-aging skincare creams drugstore alternatives efficacy ingredients retinoids sunscreen moisturizer evidence American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
systematic review cosmetic anti-aging creams price brand efficacy ingredients retinoids peptides vitamin C dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |