Real ChatGPT answer · index seeduIA1ee3oP7wcompleteBeauty and personal care · cosmeticsinformational
What gentle exfoliating acid should a complete beginner with sensitive skin use tonight to clear up sudden clogged pores without ruining her skin barrier
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What gentle exfoliating acid should a complete beginner with sensitive skin use tonight to clear up sudden clogged pores without ruining her skin barrier
1 real search · 1 real-search pass
dermatologist advice sensitive skin beginner exfoliating acids PHA salicylic acid clogged pores barrierGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
dermatologist advice sensitive skin beginner exfoliating acids PHA salicylic acid clogged pores barrier Google ↗
- View product · sephora.com
- View product · sephora.com
- How to safely exfoliate at home · aad.org
- Yes, Your Sensitive Skin Can Handle These Gentle Exfoliators Without a Worry · allure.com