Real ChatGPT answer · index seedczq8SWtvkf4completeBeauty and personal care · cosmeticsinformational
How many steps are actually necessary in a daily Korean skincare routine for someone with oily skin, according to current dermatological trends?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many steps are actually necessary in a daily Korean skincare routine for someone with oily skin, according to current dermatological trends?
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). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 dermatologist oily skin routine cleanser moisturizer sunscreen Korean skincare trends skinimalism fewer steps Google ↗
American Academy of Dermatology oily skin skin care routine cleanser moisturizer sunscreen Google ↗
- How to control oily skin · aad.org
- Skin care on a budget · aad.org
- How to Build a 10-Step Korean Skincare Routine in 2026, According to Experts · harpersbazaar.com
- The Best Korean Skin Care for Oily Skin to Restore Balance · allure.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 dermatologist oily skin routine cleanser moisturizer sunscreen Korean skincare trends skinimalism fewer steps OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Dermatology oily skin skin care routine cleanser moisturizer sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |