Real ChatGPT answer · index seedEMYl00d7Q0QcompleteBeauty and personal care · nail careinformational
What are the warning signs of a bad UV LED nail lamp that could damage my skin and cost me more in dermatologist visits?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the warning signs of a bad UV LED nail lamp that could damage my skin and cost me more in dermatologist visits?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology UV nail lamps skin cancer UVA protective gloves sunscreen gel manicures Google ↗
FDA nail curing lamps UV LED safety UVA exposure nail lamps Google ↗
- Gel manicures: Tips for healthy nails · aad.org
- Ask the Expert: Are the UV Lamps in the Dryers at the Nail Salon Safe to Use? · www2.skincancer.org
- 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology UV nail lamps skin cancer UVA protective gloves sunscreen gel manicures OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FDA nail curing lamps UV LED safety UVA exposure nail lamps OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |