Real ChatGPT answer · index seedHvz11ePHN4scompleteBeauty and personal care · nail carecommercial

which UV LED lamps for gel nails are safest for skin according to recent dermatologist reviews and safety tests

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

The searches the AI actually ran for this prompt.

SEED QUERY
which UV LED lamps for gel nails are safest for skin according to recent dermatologist reviews and safety tests
1 real search · 1 real-search pass
2025 2026 dermatologist review safest UV LED gel nail lamps skin safety tests UVA exposure nail lamps independent testing dermatologyGoogle ↗
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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 dermatologist review safest UV LED gel nail lamps skin safety tests UVA exposure nail lamps independent testing dermatology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1