Could you walk me through the troubleshooting steps for a compromised lipid barrier caused by overusing prescription retinoids while trying to treat vertical lip lines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you walk me through the troubleshooting steps for a compromised lipid barrier caused by overusing prescription retinoids while trying to treat vertical lip lines?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy Dermatology retinoid irritation dry skin stop use moisturizer skin care retinoid irritation Google ↗
DermNet topical retinoid dermatitis irritation perioral skin barrier treatment Google ↗
- Dermatologists' top tips for relieving dry skin · aad.org
- Periorificial dermatitis (Perioral Dermatitis): Authoritative guidance · dermnetnz.org
- Acne: Diagnosis and treatment · aad.org
- Topical retinoids (vitamin a creams) · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology retinoid irritation dry skin stop use moisturizer skin care retinoid irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DermNet topical retinoid dermatitis irritation perioral skin barrier treatment OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |