Real ChatGPT answer · index seedok0w1fwydxQcompleteBeauty and personal care · anti-aginginformational
I am twenty three and starting to notice tiny expression lines on my forehead from staring at my laptop all day, what skincare ingredients should I actually be using right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am twenty three and starting to notice tiny expression lines on my forehead from staring at my laptop all day, what skincare ingredients should I actually be using right now?
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
American Academy of Dermatology retinoids sunscreen moisturizer fine lines wrinkles skin care recommendations Google ↗
Cleveland Clinic forehead lines expression wrinkles dehydration skincare hyaluronic acid retinol niacinamide Google ↗
- How to select anti-aging skin care products · aad.org
- Dermatologist-recommended skin care for your 20s · aad.org
- Retinoid or retinol? · aad.org
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Wrinkle remedies · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology retinoids sunscreen moisturizer fine lines wrinkles skin care recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Cleveland Clinic forehead lines expression wrinkles dehydration skincare hyaluronic acid retinol niacinamide OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |