Real ChatGPT answer · index seedKd605c5KrCUcompleteBeauty and personal care · skincarecommercial

Can you list current dermatologist recommendations for treating stubborn dry flaky patches around the nose and mouth for someone in their seventies?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list current dermatologist recommendations for treating stubborn dry flaky patches around the nose and mouth for someone in their seventies?
3 real searches · 1 real-search pass
2026 dermatologist guidance persistent scaly facial patches actinic keratosis nonhealing lesion older adultsGoogle ↗
OBSERVEDConsequence
dermatologist recommendations dry flaky patches around nose mouth seborrheic dermatitis treatment face older adults gentle skin care topical antifungalGoogle ↗
OBSERVEDInstruction
AAD seborrheic dermatitis face treatment ketoconazole hydrocortisone face perioral dermatitis topical steroidsGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigationalComparison33%Consequence33%ReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 dermatologist guidance persistent scaly facial patches actinic keratosis nonhealing lesion older adults Google ↗
dermatologist recommendations dry flaky patches around nose mouth seborrheic dermatitis treatment face older adults gentle skin care topical antifungal Google ↗
AAD seborrheic dermatitis face treatment ketoconazole hydrocortisone face perioral dermatitis topical steroids Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 dermatologist guidance persistent scaly facial patches actinic keratosis nonhealing lesion older adults
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
dermatologist recommendations dry flaky patches around nose mouth seborrheic dermatitis treatment face older adults gentle skin care topical antifungal
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
AAD seborrheic dermatitis face treatment ketoconazole hydrocortisone face perioral dermatitis topical steroids
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1