Real ChatGPT answer · index seedzCBC1NqefXMcompleteBeauty and personal care · men's groominginformational
What is the current dermatological consensus on combining retinol with a ceramide-heavy moisturizer for severe dry facial skin in men over forty
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current dermatological consensus on combining retinol with a ceramide-heavy moisturizer for severe dry facial skin in men over forty
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
dermatology guidance retinoid moisturizer ceramides dry skin retinol barrier repair American Academy Dermatology Google ↗
retinoid dermatitis moisturizer application sandwich method ceramide moisturizer clinical review dry skin Google ↗
- Dermatologists' top tips for relieving dry skin · aad.org
- How to pick the right moisturizer for your skin · aad.org
- “Open Sandwich” Moisturization Regimen Does Not Affect Bioactivity of Retinols and Retinoids · dermatologytimes.com
- AAO Brimo DDS Presentation Draft 21Sept16_KL02_cd rev slide 16 · thedermatologyauthority.com
- Retinoid or retinol? · aad.org
- PRODUCT OVERVIEW · nationaleczema.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatology guidance retinoid moisturizer ceramides dry skin retinol barrier repair American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
retinoid dermatitis moisturizer application sandwich method ceramide moisturizer clinical review dry skin OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |