Real ChatGPT answer · index seed1LkA0xYVkJwcompleteBeauty and personal care · clean beautycommercial

Are there any vegan body lotion options infused with ceramides and niacinamide that meet strict clean beauty retailer standards?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any vegan body lotion options infused with ceramides and niacinamide that meet strict clean beauty retailer standards?
1 real search · 1 real-search pass
vegan body lotion ceramides niacinamide Credo Clean Standard Sephora Clean ingredientsGoogle ↗
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 body lotion ceramides niacinamide Credo Clean Standard Sephora Clean ingredients Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
vegan body lotion ceramides niacinamide Credo Clean Standard Sephora Clean ingredients
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1