What active ingredients should I look for in a body lotion to effectively treat crepey skin on my arms and legs without leaving a greasy residue under winter clothing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active ingredients should I look for in a body lotion to effectively treat crepey skin on my arms and legs without leaving a greasy residue under winter clothing?
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 urea ceramides glycerin retinoid crepey skin body lotion Google ↗
retinoid photoaging skin collagen evidence topical retinol irritation dermatology body skin Google ↗
- Dry skin: Diagnosis and treatment · aad.org
- Emollients and Moisturizers (Moisturisers) · dermnetnz.org
- Choosing the Best Moisturizer for Dry Skin · health.clevelandclinic.org
- How to pick the right moisturizer for your skin · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action. · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Your winter skin survival kit · aad.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 urea ceramides glycerin retinoid crepey skin body lotion OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
retinoid photoaging skin collagen evidence topical retinol irritation dermatology body skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |