Real ChatGPT answer · index seedyJXgeujBoxccompleteBeauty and personal care · clean beautyinformational

Are vegan body lotion options generally better for sensitive skin than standard drugstore lotions or is the label mostly just for ethics?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are vegan body lotion options generally better for sensitive skin than standard drugstore lotions or is the label mostly just for ethics?
1 real search · 1 real-search pass
vegan lotion sensitive skin fragrance free dermatology guidance AAD ingredients moisturizer sensitive skinGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
vegan lotion sensitive skin fragrance free dermatology guidance AAD ingredients moisturizer sensitive skin Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
vegan lotion sensitive skin fragrance free dermatology guidance AAD ingredients moisturizer sensitive skin
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1