Provide medical or cosmetic advice for clients.

Provide medical or cosmetic advice for clients. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 9 occupation-specific tasks. It rolls up into the broader work activity Advise patients or clients on medical issues. in Providing Consultation and Advice to Others .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 9 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 1 (11%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 4 of these tasks, with a mean mapped-usage share of 0.003% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Demonstrate how to clean and care for skin properly and recommend skin-care regimens. · Skincare Specialists · importance 4.9 · no direct exposure
• Advise patrons with chronic or potentially contagious scalp conditions to seek medical treatment. · Shampooers · importance 4.7 · no direct exposure
• Refer clients to medical personnel for treatment of serious skin problems. · Skincare Specialists · importance 4.4 · no direct exposure
• Administer therapeutic medication and advise patron to seek medical treatment for chronic or contagious scalp conditions. · Hairdressers, Hairstylists, and Cosmetologists · importance 4.2 · no direct exposure
• Advise clients on nail care and use of products and colors. · Manicurists and Pedicurists · importance 4.2 · no direct exposure
• Recommend and explain the use of cosmetics, lotions, and creams to soften and lubricate skin and enhance and restore natural appearance. · Hairdressers, Hairstylists, and Cosmetologists · importance 4.1 · no direct exposure
• Suggest treatments to alleviate hair problems. · Barbers · importance 3.7 · no direct exposure
• Advise clients about colors and types of makeup and instruct them in makeup application techniques. · Skincare Specialists · importance 3.1 · exposure with tools
• Advise participants in use of heat or ultraviolet treatments and hot baths. · Exercise Trainers and Group Fitness Instructors · importance 2.2 · no direct exposure

Occupations that perform this

• Skincare Specialists
• Shampooers
• Hairdressers, Hairstylists, and Cosmetologists
• Manicurists and Pedicurists
• Barbers
• Exercise Trainers and Group Fitness Instructors

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-provide-medical-or-cosmetic-advice-for-clients,
  title  = {Provide medical or cosmetic advice for clients.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/provide-medical-or-cosmetic-advice-for-clients}
}