Real ChatGPT answer · index seedGQac3AF6ceMcompleteBeauty and personal care · hair removalinformational
How does melanin concentration in the surrounding skin affect the safety and efficacy parameters of at home IPL devices?
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The searches the AI actually ran for this prompt.
SEED QUERY
How does melanin concentration in the surrounding skin affect the safety and efficacy parameters of at home IPL devices?
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
at-home IPL hair removal darker skin melanin safety skin tone manufacturer guidance FDA dermatology Google ↗
IPL hair removal skin of color epidermal melanin burns hyperpigmentation clinical review selective photothermolysis Google ↗
- Intense Pulsed Light (IPL) Therapy - StatPearls · ncbi.nlm.nih.gov
- Intense Pulsed Light (IPL) Therapy - StatPearls · ncbi.nlm.nih.gov
- Guidelines on the safety of light‐based home‐use hair removal devices from the European Society for Laser Dermatology - Town - 2012 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com
- Evaluation and Treatment of Hirsutism in Premenopausal Women: An Endocrine Society* Clinical Practice Guideline | The Journal of Clinical Endocrinology & Metabolism · academic.oup.com
- Intense Pulsed Light (IPL) Therapy - StatPearls · ncbi.nlm.nih.gov
- Home-based devices in dermatology: a systematic review of safety and efficacy · pmc.ncbi.nlm.nih.gov
- 2024-12-02 _ APPLiA Industry Guide to Recognise Safe and Functional IPL Devices for Hair Removal at Home · applia-europe.eu
- Primary Predicate Device 1 · accessdata.fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
at-home IPL hair removal darker skin melanin safety skin tone manufacturer guidance FDA dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
IPL hair removal skin of color epidermal melanin burns hyperpigmentation clinical review selective photothermolysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |