Real ChatGPT answer · index seedlq7JRMdHmUkcompleteBeauty and personal care · hair carecomparison

Help me decide if switching to a scalp care regimen with Nizoral is better than standard Head and Shoulders for my teenage son persistent dandruff and oily scalp.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Help me decide if switching to a scalp care regimen with Nizoral is better than standard Head and Shoulders for my teenage son persistent dandruff and oily scalp.
3 real searches · 1 real-search pass
American Academy Dermatology dandruff shampoo ketoconazole selenium sulfide zinc pyrithione how to use seborrheic dermatitisGoogle ↗
OBSERVEDInstruction
Nizoral A-D ketoconazole 1% shampoo Drug Facts age 12 directions 3-5 minutes officialGoogle ↗
OBSERVEDInstruction
Head and Shoulders US active ingredient classic clean shampoo Drug Facts zinc pyrithione selenium sulfide officialGoogle ↗
OBSERVEDShort fact

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 fact33%Other / navigationalComparisonConsequenceReasonDefinitionInstruction67%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
American Academy Dermatology dandruff shampoo ketoconazole selenium sulfide zinc pyrithione how to use seborrheic dermatitis Google ↗
Nizoral A-D ketoconazole 1% shampoo Drug Facts age 12 directions 3-5 minutes official Google ↗
Head and Shoulders US active ingredient classic clean shampoo Drug Facts zinc pyrithione selenium sulfide official Google ↗
  1. DailyMed · dailymed.nlm.nih.gov
  2. DailyMed · dailymed-beta.nlm.nih.gov
  3. How to treat dandruff · aad.org
  4. Seborrheic dermatitis: Diagnosis and treatment · aad.org
  5. Dandruff (for Teens) · kidshealth.org
  6. Classic Clean Dandruff Shampoo · headandshoulders.com
  7. Head and Shoulders ® Classic Clean · dailymed.nlm.nih.gov
  8. Dandruff - Diagnosis and treatment · mayoclinic.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy Dermatology dandruff shampoo ketoconazole selenium sulfide zinc pyrithione how to use seborrheic dermatitis
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Nizoral A-D ketoconazole 1% shampoo Drug Facts age 12 directions 3-5 minutes official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Head and Shoulders US active ingredient classic clean shampoo Drug Facts zinc pyrithione selenium sulfide official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1