Real ChatGPT answer · index seedAfhZFFSt6YccompleteBeauty and personal care · men's groomingcommercial

My dry scalp is causing embarrassing flakes on my shoulders today, what fast acting remedies or shampoos do dermatologists recommend right now?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My dry scalp is causing embarrassing flakes on my shoulders today, what fast acting remedies or shampoos do dermatologists recommend right now?
1 real search · 1 real-search pass
American Academy of Dermatology dandruff shampoo ketoconazole selenium sulfide salicylic acid how to use dermatologist recommendations 2026Google ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
American Academy of Dermatology dandruff shampoo ketoconazole selenium sulfide salicylic acid how to use dermatologist recommendations 2026 Google ↗
  1. Shop Nizoral · walmart.com
  2. Shop Selsun Blue · walmart.com
  3. Shop T/Sal · walmart.com
  4. Shop Vanicream · walmart.com
  5. How to treat dandruff · aad.org
  6. Seborrheic dermatitis: Diagnosis and treatment · aad.org
  7. Dandruff - Diagnosis and treatment · mayoclinic.org
  8. Dandruff · nhs.uk
  9. Dandruff · dermatology.ca

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology dandruff shampoo ketoconazole selenium sulfide salicylic acid how to use dermatologist recommendations 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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