Why do my usual moisturizers sting my dry flaky patches and what ingredients should I be avoiding right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do my usual moisturizers sting my dry flaky patches and what ingredients should I be avoiding 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 dry skin moisturizer ingredients fragrance exfoliants retinoids skin barrier irritation Google ↗
Cleveland Clinic skin barrier damaged moisturizer stinging ingredients avoid fragrance acids retinol Google ↗
- Dermatologists' top tips for relieving dry skin · aad.org
- Emollients and Moisturizers (Moisturisers) · dermnetnz.org
- A Dermatologist's Guide to Healthy Winter Skin · cuimc.columbia.edu
- Choosing the Best Moisturizer for Dry Skin · health.clevelandclinic.org
- Dry skin - Diagnosis and treatment · mayoclinic.org
- Facebook · newsroom.clevelandclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology dry skin moisturizer ingredients fragrance exfoliants retinoids skin barrier irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Cleveland Clinic skin barrier damaged moisturizer stinging ingredients avoid fragrance acids retinol OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |