Can you weigh the pros and cons of gel moisturizers versus heavy cream moisturizers for barrier repair on dehydrated acne prone skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you weigh the pros and cons of gel moisturizers versus heavy cream moisturizers for barrier repair on dehydrated acne prone skin?
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
dermatologist moisturizer humectant emollient occlusive skin barrier acne prone noncomedogenic guidance Google ↗
American Academy Dermatology acne moisturizer noncomedogenic dry skin moisturizer ceramides petrolatum barrier Google ↗
- Emollients and Moisturizers (Moisturisers) · dermnetnz.org
- Moisturizers for Acne: What are their Constituents? · pmc.ncbi.nlm.nih.gov
- Barrier cream · dermnetnz.org
- Moisturizer: Why you may need it if you have acne · aad.org
- How to pick the right moisturizer for your skin · aad.org
- Skincare 104: Humectants vs. Emollients · blogs.bcm.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist moisturizer humectant emollient occlusive skin barrier acne prone noncomedogenic guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology acne moisturizer noncomedogenic dry skin moisturizer ceramides petrolatum barrier OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |