Real ChatGPT answer · index seedHKgpWSuh5WIcompleteBeauty and personal care · hair careinformational

What are the most successful botanical alternatives to ketoconazole shampoo for managing flaking and itching associated with mild dandruff?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What are the most successful botanical alternatives to ketoconazole shampoo for managing flaking and itching associated with mild dandruff?
2 real searches · 1 real-search pass
botanical treatments dandruff tea tree oil shampoo randomized trial evidence aloe vera scalp seborrheic dermatitis reviewGoogle ↗
OBSERVEDReason
dandruff guideline tea tree oil shampoo evidence botanical ingredients contact dermatitis dermatologyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
botanical treatments dandruff tea tree oil shampoo randomized trial evidence aloe vera scalp seborrheic dermatitis review Google ↗
dandruff guideline tea tree oil shampoo evidence botanical ingredients contact dermatitis dermatology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
botanical treatments dandruff tea tree oil shampoo randomized trial evidence aloe vera scalp seborrheic dermatitis review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
dandruff guideline tea tree oil shampoo evidence botanical ingredients contact dermatitis dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1