Real ChatGPT answer · index seedEKzmH59kDf0completeBeauty and personal care · hair carecomparison

Is Head and Shoulders Clinical Strength actually better than Nizoral for treating severe flaking and scalp dermatitis in my household?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Head and Shoulders Clinical Strength actually better than Nizoral for treating severe flaking and scalp dermatitis in my household?
2 real searches · 1 real-search pass
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% official label Nizoral ketoconazole 1% seborrheic dermatitis evidence comparisonGoogle ↗
OBSERVEDComparison
American Academy Dermatology seborrheic dermatitis scalp shampoo ketoconazole selenium sulfide treatment severe flakingGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% official label Nizoral ketoconazole 1% seborrheic dermatitis evidence comparison Google ↗
American Academy Dermatology seborrheic dermatitis scalp shampoo ketoconazole selenium sulfide treatment severe flaking Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% official label Nizoral ketoconazole 1% seborrheic dermatitis evidence comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Academy Dermatology seborrheic dermatitis scalp shampoo ketoconazole selenium sulfide treatment severe flaking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1