Real ChatGPT answer · index seedP4Mgy9sN15AcompleteBeauty and personal care · hair carebrand

Do older dermatologists recommend Nizoral over Selsun Blue for stubborn senior dandruff or is one much harsher on the scalp

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do older dermatologists recommend Nizoral over Selsun Blue for stubborn senior dandruff or is one much harsher on the scalp
1 real search · 1 real-search pass
ketoconazole shampoo versus selenium sulfide dandruff seborrheic dermatitis efficacy irritation older adults dermatology guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ketoconazole shampoo versus selenium sulfide dandruff seborrheic dermatitis efficacy irritation older adults dermatology guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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