Real ChatGPT answer · index seedG92rgkfy0QIcompleteBeauty and personal care · skincareinformational

My keratosis pilaris is flaring up terribly on my thighs today, what is the fastest lotion or scrub to make the bumps disappear?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My keratosis pilaris is flaring up terribly on my thighs today, what is the fastest lotion or scrub to make the bumps disappear?
1 real search · 1 real-search pass
keratosis pilaris treatment lactic acid salicylic acid urea moisturizer dermatology guidance avoid scrubsGoogle ↗
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
keratosis pilaris treatment lactic acid salicylic acid urea moisturizer dermatology guidance avoid scrubs Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
keratosis pilaris treatment lactic acid salicylic acid urea moisturizer dermatology guidance avoid scrubs
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1