How do I adjust my anti aging routine during freezing winter weather when my skin stings from every cheap moisturizer I try?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I adjust my anti aging routine during freezing winter weather when my skin stings from every cheap moisturizer I try?
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). 1 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 Dermatology dry skin winter moisturizer ointment fragrance free skin care retinoid irritation barrier Google ↗
AAD skin care stinging moisturizer damaged skin barrier when see dermatologist contact dermatitis Google ↗
- Cold weather and your skin · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org
- Eczema types: Contact dermatitis tips for managing · aad.org
- How to pick the right moisturizer for your skin · aad.org
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology dry skin winter moisturizer ointment fragrance free skin care retinoid irritation barrier OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAD skin care stinging moisturizer damaged skin barrier when see dermatologist contact dermatitis OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |