Can you help me troubleshoot why my skin always stings when I use my chemical exfoliant and whether I should switch to the Dermalogica daily version instead
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me troubleshoot why my skin always stings when I use my chemical exfoliant and whether I should switch to the Dermalogica daily version instead
1 real search · 1 real-search pass
Dermalogica Daily Microfoliant ingredients exfoliation sensitive skin use directions official; chemical exfoliant stinging skin barrier dermatology adviceGoogle ↗
OBSERVEDInstruction
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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 ingredients exfoliation sensitive skin use directions official; chemical exfoliant stinging skin barrier dermatology advice Google ↗
- Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com
- Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com
- Dermalogica Daily Milkfoliant Exfoliator, Oat Based Powder Exfoliant with Hyaluronic Acid and Coconut Milk for Sensitive, Dry & Normal Skin 2.6 oz / 7 · sephora.com
Queries
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