Real ChatGPT answer · index seed5lqxJHy71sQcompleteBeauty and personal care · anti-aginginformational
How does chemical exfoliation with lactic acid in Sunday Riley Good Genes stimulate fibroblast activity for long-term dermal thickening?
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The searches the AI actually ran for this prompt.
SEED QUERY
How does chemical exfoliation with lactic acid in Sunday Riley Good Genes stimulate fibroblast activity for long-term dermal thickening?
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
topical lactic acid alpha hydroxy acid fibroblast collagen dermal thickness clinical study Google ↗
Sunday Riley Good Genes lactic acid concentration clinical evidence collagen fibroblasts Google ↗
- Epidermal and dermal effects of topical lactic acid. · pubmed.ncbi.nlm.nih.gov
- Epidermal and dermal effects of topical lactic acid · sciencedirect.com
- Effects of alpha-hydroxy acids on photoaged skin: a pilot clinical, histologic, and ultrastructural study · pubmed.ncbi.nlm.nih.gov
- "Effects of alpha-hydroxy acids on photoaged skin: a pilot clinical, hi" by C M Ditre, T D Griffin et al. · scholarlyworks.lvhn.org
- Sunday Riley Good Genes Lactic Acid Treatment · sundayriley.com
- Sunday Riley Good Genes Lactic Acid Treatment · sundayriley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical lactic acid alpha hydroxy acid fibroblast collagen dermal thickness clinical study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Sunday Riley Good Genes lactic acid concentration clinical evidence collagen fibroblasts OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |