Real ChatGPT answer · index seedSPbYpFypvUAcompleteBeauty and personal care · nail careinformational
What is the difference between LED and UV light bulbs when curing gel polish at home versus professional salon setups?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between LED and UV light bulbs when curing gel polish at home versus professional salon setups?
1 real search · 1 real-search pass
LED versus UV nail lamps gel polish wavelength photoinitiators curing compatibility dermatology safety professional salon lampGoogle ↗
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
LED versus UV nail lamps gel polish wavelength photoinitiators curing compatibility dermatology safety professional salon lamp Google ↗
- A Review of Gel Nail Technologies · cosmeticsandtoiletries.com
- Beginners gel nail · ellisons.co.uk
- Revisiting Cutaneous Carcinogenic Risk From Ultraviolet Nail Polish Dryer Lamp Exposure - Duong - 2025 - Photodermatology, Photoimmunology & Photomedicine · onlinelibrary.wiley.com
- Artificial nails: Dermatologists' tips for reducing nail damage · aad.org
- Safety of LED nail lamps · health.harvard.edu
- UV nail lamps and skin cancer risk: What to know · mdanderson.org