Real ChatGPT answer · index seed3aXC3bxnmOMcompleteBeauty and personal care · anti-aginginformational
Can daily use of Sunday Riley Good Genes replace a traditional glycolic acid toner without sacrificing epidermal exfoliation benefits?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can daily use of Sunday Riley Good Genes replace a traditional glycolic acid toner without sacrificing epidermal exfoliation benefits?
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
Sunday Riley Good Genes lactic acid treatment official ingredients concentration exfoliation Google ↗
glycolic acid versus lactic acid skin exfoliation molecular size epidermal evidence review Google ↗
- Sunday Riley Good Genes Lactic Acid Treatment · sundayriley.com
- Lactic Acid · sundayriley.com
- Formulating Glycolic Acid: Balancing Penetration, Irritation, and Therapeutic Outcomes in Dermatology · mdpi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sunday Riley Good Genes lactic acid treatment official ingredients concentration exfoliation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
glycolic acid versus lactic acid skin exfoliation molecular size epidermal evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |