Real ChatGPT answer · index seed6579hI6b6YgcompleteBeauty and personal care · hair removalcommercial
Can someone tell me the current consensus on permanent hair removal methods that actually work for dark skin tones because I have a consultation in two hours.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone tell me the current consensus on permanent hair removal methods that actually work for dark skin tones because I have a consultation in two hours.
2 real searches · 1 real-search pass
evidence guidelines laser hair removal skin of color Fitzpatrick IV V VI long pulsed 1064 Nd:YAG electrolysis permanent hair removal dermatologyGoogle ↗
OBSERVEDInstruction
American Academy Dermatology laser hair removal darker skin Nd:YAG risks hyperpigmentation electrolysis permanentGoogle ↗
OBSERVEDConsequence
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
evidence guidelines laser hair removal skin of color Fitzpatrick IV V VI long pulsed 1064 Nd:YAG electrolysis permanent hair removal dermatology Google ↗
American Academy Dermatology laser hair removal darker skin Nd:YAG risks hyperpigmentation electrolysis permanent Google ↗
- Laser and energy-based device use in skin of color: A clinical review of safety, efficacy, and best practices. · pubmed.ncbi.nlm.nih.gov
- Laser hair removal: Nuances and best practices for skin of color · sciencedirect.com
- Laser therapy in skin of colour · dermnetnz.org
- Laser hair removal: FAQs · aad.org
- 6 ways to remove unwanted hair · aad.org
- Laser Hair Removal Risks and Safety · plasticsurgery.org
- Laser Hair Removal - StatPearls · ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence guidelines laser hair removal skin of color Fitzpatrick IV V VI long pulsed 1064 Nd:YAG electrolysis permanent hair removal dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology laser hair removal darker skin Nd:YAG risks hyperpigmentation electrolysis permanent OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |