Real ChatGPT answer · index seed5WtxRyXYlwccompleteBeauty and personal care · nail carecommercial

Several clients have been coming in with painful cracked cuticles from winter weather, so what are the best professional healing oils and barrier creams I should stock for retail?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Several clients have been coming in with painful cracked cuticles from winter weather, so what are the best professional healing oils and barrier creams I should stock for retail?
1 real search · 1 real-search pass
dermatologist recommendations cracked cuticles hand barrier cream petrolatum ceramides fragrance 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
dermatologist recommendations cracked cuticles hand barrier cream petrolatum ceramides fragrance free Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist recommendations cracked cuticles hand barrier cream petrolatum ceramides fragrance free
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1