How do I fix a damaged skin barrier caused by overusing prescription strength retinoids last month, and what products should I buy to soothe the stinging?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I fix a damaged skin barrier caused by overusing prescription strength retinoids last month, and what products should I buy to soothe the stinging?
1 real search · 1 real-search pass
dermatologist guidance retinoid irritation damaged skin barrier stop retinoid gentle cleanser moisturizer petrolatum sunscreenGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
dermatologist guidance retinoid irritation damaged skin barrier stop retinoid gentle cleanser moisturizer petrolatum sunscreen Google ↗
- Shop at Walmart · walmart.com
- Shop at Walmart · walmart.com
- Shop at Target · target.com
- Shop at Ulta · ulta.com
- Dermatologists' top tips for relieving dry skin · aad.org
- Skin 101: Understanding the Fundamentals of Skin Barrier Physiology—Why is This Important for Clinicians? · pmc.ncbi.nlm.nih.gov
- Microsoft Word - How to use topical Retinoid Medication Mar-15 .docx · mbderm.com