Real ChatGPT answer · index seedZeNEqCIMgoccompleteBeauty and personal care · skincarebrand

Is it true that La Roche Posay Toleriane cleanser is the safest option for clients with extremely compromised skin barriers.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it true that La Roche Posay Toleriane cleanser is the safest option for clients with extremely compromised skin barriers.
1 real search · 1 real-search pass
dermatologist guidance cleansing severely compromised skin barrier gentle cleanser fragrance free non foaming irritantsGoogle ↗
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
dermatologist guidance cleansing severely compromised skin barrier gentle cleanser fragrance free non foaming irritants Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist guidance cleansing severely compromised skin barrier gentle cleanser fragrance free non foaming irritants
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1