Real ChatGPT answer · index seedpPad0XKDRuYcompleteBeauty and personal care · anti-aginginformational
What causes crepey skin on the body for people in their twenties, and can firming body lotions with caffeine or retinol actually reverse this frustrating texture?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes crepey skin on the body for people in their twenties, and can firming body lotions with caffeine or retinol actually reverse this frustrating texture?
4 real searches · 1 real-search pass
dermatology crepey skin causes dehydration sun damage retinoids topical caffeine evidence body skinGoogle ↗
OBSERVEDReason
topical retinoids photoaging skin collagen randomized trial body skin caffeine topical evidence skin firmnessGoogle ↗
OBSERVEDReason
crepey skin causes young adults dehydration sun damage dermatology retinol topical evidence body skinGoogle ↗
OBSERVEDReason
American Academy Dermatology dry skin moisturizer retinoid wrinkles topical retinol evidenceGoogle ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
dermatology crepey skin causes dehydration sun damage retinoids topical caffeine evidence body skin Google ↗
topical retinoids photoaging skin collagen randomized trial body skin caffeine topical evidence skin firmness Google ↗
crepey skin causes young adults dehydration sun damage dermatology retinol topical evidence body skin Google ↗
American Academy Dermatology dry skin moisturizer retinoid wrinkles topical retinol evidence Google ↗
- Retinoid or retinol? · aad.org
- Crepey Skin: Causes and Treatment · health.clevelandclinic.org
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
- Dry skin: Who gets and causes · aad.org
- Wrinkle remedies · aad.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatology crepey skin causes dehydration sun damage retinoids topical caffeine evidence body skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical retinoids photoaging skin collagen randomized trial body skin caffeine topical evidence skin firmness OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
crepey skin causes young adults dehydration sun damage dermatology retinol topical evidence body skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology dry skin moisturizer retinoid wrinkles topical retinol evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |