Real ChatGPT answer · index seedRBJoSPzva8IcompleteBeauty and personal care · hair carecomparison

Can you compare Head and Shoulders Clinical Strength with Nizoral shampoo for stubborn dandruff on sensitive older skin

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 compare Head and Shoulders Clinical Strength with Nizoral shampoo for stubborn dandruff on sensitive older skin
3 real searches · 1 real-search pass
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% directions warnings sensitive scalp officialGoogle ↗
OBSERVEDConsequence
Nizoral A-D ketoconazole 1% shampoo directions warnings officialGoogle ↗
OBSERVEDInstruction
American Academy Dermatology seborrheic dermatitis shampoo selenium sulfide ketoconazole older adults sensitive skinGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence67%ReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% directions warnings sensitive scalp official Google ↗
Nizoral A-D ketoconazole 1% shampoo directions warnings official Google ↗
American Academy Dermatology seborrheic dermatitis shampoo selenium sulfide ketoconazole older adults sensitive skin Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Head & Shoulders Clinical Strength active ingredient selenium sulfide 1% directions warnings sensitive scalp official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Nizoral A-D ketoconazole 1% shampoo directions warnings official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
American Academy Dermatology seborrheic dermatitis shampoo selenium sulfide ketoconazole older adults sensitive skin
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1