Real ChatGPT answer · index seedNWJaztiXdzIcompleteBeauty and personal care · hair removalinformational
What are the most common contraindications I need to check for before starting someone on a laser hair removal treatment plan?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common contraindications I need to check for before starting someone on a laser hair removal treatment plan?
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
laser hair removal contraindications photosensitizing medications pregnancy skin types guidelines dermatology Google ↗
laser hair removal pre-treatment screening contraindications professional guidelines isotretinoin tanning herpes Google ↗
- Hair removal · transcare.ucsf.edu
- Standard guidelines of care: Laser and IPL hair reduction - Indian Journal of Dermatology, Venereology and Leprology · ijdvl.com
- GentleLASE PRO Operator’s Manual · uams.edu
- Laser Hair Removal - StatPearls · ncbi.nlm.nih.gov
- Standard operating protocol for utilizing energy‐based devices in aesthetic practice · pmc.ncbi.nlm.nih.gov
- Laser hair removal: Preparation · aad.org
- Laser hair removal: FAQs · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
laser hair removal contraindications photosensitizing medications pregnancy skin types guidelines dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
laser hair removal pre-treatment screening contraindications professional guidelines isotretinoin tanning herpes OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |