Real ChatGPT answer · index seedWSGXAMV2fSAcompleteBeauty and personal care · anti-aginginformational
What are the current dermatologist recommendations for managing dry sensitive skin during the harsh winter months without causing breakouts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current dermatologist recommendations for managing dry sensitive skin during the harsh winter months without causing breakouts?
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 winter skin care dry sensitive acne-prone skin moisturizer recommendations fragrance free noncomedogenic Google ↗
AAD dermatologists dry skin winter bathing moisturizer ointment cream acne prone sensitive skin Google ↗
- Dermatologists' top tips for relieving dry skin · aad.org
- How to pick the right moisturizer for your skin · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- Your winter skin survival kit · aad.org
- Cold weather and your skin · aad.org
- A Dermatologist's Guide to Healthy Winter Skin · cuimc.columbia.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology winter skin care dry sensitive acne-prone skin moisturizer recommendations fragrance free noncomedogenic OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AAD dermatologists dry skin winter bathing moisturizer ointment cream acne prone sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |