Real ChatGPT answer · index seedIkx5ToqPQLUcompleteBeauty and personal care · cosmeticslocal

What summer skincare routine do dermatologists recommend for managing oily skin in summer when you are running between air conditioned buildings and outside

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What summer skincare routine do dermatologists recommend for managing oily skin in summer when you are running between air conditioned buildings and outside
2 real searches · 1 real-search pass
American Academy of Dermatology oily skin skin care tips cleanser moisturizer sunscreen noncomedogenic summerGoogle ↗
OBSERVEDOther / navigational
dermatologist advice oily skin air conditioning dry skin barrier hydration summer skincareGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

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
American Academy of Dermatology oily skin skin care tips cleanser moisturizer sunscreen noncomedogenic summer Google ↗
dermatologist advice oily skin air conditioning dry skin barrier hydration summer skincare Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology oily skin skin care tips cleanser moisturizer sunscreen noncomedogenic summer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
dermatologist advice oily skin air conditioning dry skin barrier hydration summer skincare
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1