Real ChatGPT answer · index seedGYbHSBTBbkYcompleteBeauty and personal care · skincareinformational

Can salicylic acid body washes actually clear up keratosis pilaris bumps or do my clients need prescription strength retinoids instead?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can salicylic acid body washes actually clear up keratosis pilaris bumps or do my clients need prescription strength retinoids instead?
2 real searches · 1 real-search pass
keratosis pilaris treatment salicylic acid body wash retinoids American Academy Dermatology evidenceGoogle ↗
OBSERVEDReason
keratosis pilaris salicylic acid topical retinoids randomized trial review treatment guidelineGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
keratosis pilaris treatment salicylic acid body wash retinoids American Academy Dermatology evidence Google ↗
keratosis pilaris salicylic acid topical retinoids randomized trial review treatment guideline Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
keratosis pilaris treatment salicylic acid body wash retinoids American Academy Dermatology evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
keratosis pilaris salicylic acid topical retinoids randomized trial review treatment guideline
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1