Is it safe to use my Dermalogica microfoliant twice a day if my skin is looking a bit dull this winter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safe to use my Dermalogica microfoliant twice a day if my skin is looking a bit dull this winter?
1 real search · 1 real-search pass
Dermalogica Daily Microfoliant official directions use once daily twice daily ingredients exfoliationGoogle ↗
OBSERVEDInstruction
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
Dermalogica Daily Microfoliant official directions use once daily twice daily ingredients exfoliation Google ↗
- Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com
- Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com