I want to start using a chemical exfoliant for my dull texture, but I need step by step instructions on how often a senior should use it to stay safe.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to start using a chemical exfoliant for my dull texture, but I need step by step instructions on how often a senior should use it to stay safe.
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 chemical exfoliation safely sensitive aging skin exfoliate sunscreen moisturizer Google ↗
older adults mature skin chemical exfoliation lactic acid dermatologist guidance Google ↗
- How to safely exfoliate at home · aad.org
- How To Exfoliate Safely and Effectively · health.clevelandclinic.org
- FDA warns against purchasing or using chemical peel skin products without professional supervision · fda.gov
- Wrinkle remedies · 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 chemical exfoliation safely sensitive aging skin exfoliate sunscreen moisturizer OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
older adults mature skin chemical exfoliation lactic acid dermatologist guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |