Is the Paula Choice BHA liquid exfoliant safe to use if I am starting a prescription retinol tonight? I need a clear answer before my Sephora order ships.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the Paula Choice BHA liquid exfoliant safe to use if I am starting a prescription retinol tonight? I need a clear answer before my Sephora order ships.
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). 1 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
Paula's Choice Skin Perfecting 2% BHA Liquid Exfoliant official ingredients directions retinol use Google ↗
American Academy Dermatology retinoid start slowly avoid exfoliating acids salicylic acid irritation Google ↗
- How to safely exfoliate at home · aad.org
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Paula's Choice Skin Perfecting 2% BHA Liquid Exfoliant official ingredients directions retinol use OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology retinoid start slowly avoid exfoliating acids salicylic acid irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |