Real ChatGPT answer · index seedbZl6NxOUKSgcompleteBeauty and personal care · nail carecommercial

Which LED lamps are best for curing gel polish at home while ensuring low UV exposure and proper wavelength match for various professional brands?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which LED lamps are best for curing gel polish at home while ensuring low UV exposure and proper wavelength match for various professional brands?
1 real search · 1 real-search pass
gel nail lamp wavelength 365 405 nm photoinitiator compatibility UV exposure safety dermatology professional brands manufacturer recommendationsGoogle ↗
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
gel nail lamp wavelength 365 405 nm photoinitiator compatibility UV exposure safety dermatology professional brands manufacturer recommendations Google ↗
  1. Safety of LED nail lamps · health.harvard.edu
  2. UV nail lamps and skin cancer risk: What to know · mdanderson.org
  3. SUNUV official product page · sunuv.com
  4. View product · cosmo-nail-beauty-supply.myshopify.com
  5. SUNUV official product page · sunuv.com
  6. View product · unimaxbeautysupply.com
  7. What lamp should I be using for TGB polishes? : · help.thegelbottle.com
  8. TGB LAMPS USER GUIDE LAMP HEALTH AND SAFETY • · assets.thegelbottle.com
  9. Tech Talk n˚28 What determines lamp and product compatibility? · pronails.pt
  10. Matching Lamp to Gel System · gellifique.co.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
gel nail lamp wavelength 365 405 nm photoinitiator compatibility UV exposure safety dermatology professional brands manufacturer recommendations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1