Real ChatGPT answer · index seedjpczmy1Yvx8completeBeauty and personal care · salons and spascomparison

Is the best shampoo for dry scalp currently available at Ulta better than the prescription options my dermatologist might write me this afternoon?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the best shampoo for dry scalp currently available at Ulta better than the prescription options my dermatologist might write me this afternoon?
1 real search · 1 real-search pass
dermatologist dry scalp treatment prescription shampoo ketoconazole ciclopirox clobetasol seborrheic dermatitis guidelinesGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
dermatologist dry scalp treatment prescription shampoo ketoconazole ciclopirox clobetasol seborrheic dermatitis guidelines Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist dry scalp treatment prescription shampoo ketoconazole ciclopirox clobetasol seborrheic dermatitis guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1