Real ChatGPT answer · index seedcUdMygo96KIcompleteBeauty and personal care · nail careinformational
What are the current safety guidelines regarding UV LED nail lamps and skin aging for older adults who love manicures?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current safety guidelines regarding UV LED nail lamps and skin aging for older adults who love manicures?
3 real searches · 1 real-search pass
UV LED nail lamps safety skin aging UVA dermatology recommendations sunscreen fingerless gloves 2025Google ↗
OBSERVEDOther / navigational
American Academy Dermatology gel manicure UV nail lamps sunscreen gloves recommendationsGoogle ↗
OBSERVEDComparison
FDA UV nail lamps safety gel manicure UVA skin cancerGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
UV LED nail lamps safety skin aging UVA dermatology recommendations sunscreen fingerless gloves 2025 Google ↗
American Academy Dermatology gel manicure UV nail lamps sunscreen gloves recommendations Google ↗
FDA UV nail lamps safety gel manicure UVA skin cancer Google ↗
- Gel manicures: Tips for healthy nails · aad.org
- Artificial nails: Dermatologists' tips for reducing nail damage · aad.org
- Safety of LED nail lamps · health.harvard.edu
- Revisiting Cutaneous Carcinogenic Risk From Ultraviolet Nail Polish Dryer Lamp Exposure - Duong - 2025 - Photodermatology, Photoimmunology & Photomedicine · onlinelibrary.wiley.com
- Can UV Nail Dryers Increase Skin Cancer Risk? · newsroom.clevelandclinic.org
- A systematic review of the risk of cutaneous malignancy associated with ultraviolet nail lamps: what is the price of beauty? · pubmed.ncbi.nlm.nih.gov
- Assessing the Health Implications of UV/LED Nail Lamp Radiation Exposure During Manicure and Pedicure Procedures: A Scoping Review · pubmed.ncbi.nlm.nih.gov
- UV nail lamps and skin cancer risk: What to know · mdanderson.org
- Ultraviolet (UV) Radiation · fda.gov
- Sunscreen FAQs · aad.org
- Manicure and pedicure safety · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UV LED nail lamps safety skin aging UVA dermatology recommendations sunscreen fingerless gloves 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
American Academy Dermatology gel manicure UV nail lamps sunscreen gloves recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FDA UV nail lamps safety gel manicure UVA skin cancer OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |