Real ChatGPT answer · index seed4SOH6vcTCwocompleteBeauty and personal care · clean beautycommercial

What are the best lightweight vegan body lotions infused with niacinamide or hyaluronic acid for firming and smoothing crepey skin on the arms and legs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best lightweight vegan body lotions infused with niacinamide or hyaluronic acid for firming and smoothing crepey skin on the arms and legs?
1 real search · 1 real-search pass
best vegan body lotions niacinamide hyaluronic acid lightweight crepey skin arms legs ingredients vegan cruelty freeGoogle ↗
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
best vegan body lotions niacinamide hyaluronic acid lightweight crepey skin arms legs ingredients vegan cruelty free Google ↗
  1. Shop at Nécessaire · necessaire.com
  2. Shop at Nécessaire · necessaire.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best vegan body lotions niacinamide hyaluronic acid lightweight crepey skin arms legs ingredients vegan cruelty free
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1