Research / Focus areasFocus area 05 of 07
Research focus area

The front desk knows. The question is what an assistant may say.

Med spas and aesthetic practices hold business facts, such as services, providers, consultation rules, deposits and openings, next to clinical judgment that must never be automated. This brief maps where the business facts live, which ones a client's AI assistant could repeat, and where every answer has to go to a qualified person.

CoversMed spas and aesthetic practices, from one location to a regional group

Observed / Hypothesis / Future scenarioBrief dated 2026-10-09

01 · What the industry knows

Business facts, held mostly by people.

The front desk knows which provider does which treatment, which services need a consultation first, and where Saturday still has room. That knowledge is real and hard-won, and it lives in people and calendars. A client's assistant can't call the desk at 11 at night.

Services
Each service as the practice names it, how long it takes, and a published price where one is shown.
Requirements
Whether a consultation comes first, any minimum age, a deposit.
Providers
Who performs it, at which location.
Openings
By provider and room, changing by the hour.
Terms
Deposit, cancellation notice, and the memberships and packages that apply.
02 / Where the facts live6 kinds of fact

Where those facts live today.

FactWhere it lives today
The serviceThe site's service menu, the booking platform's service list, social
The requirementA line on a service page, the booking flow, the front desk
The providerThe team page, the scheduling platform
The openingThe scheduling platform, by provider and room
The termsThe policy page, the booking flow, membership pages
The next stepThe practice's own booking link, a form, the phone

The service menu lives in two places, and the site and the booking platform name it differently, with different lengths and prices. Requirements often appear only halfway through booking. A provider joins or moves, and the team page and the Google profile catch up later. An inquiry that arrives after hours without the service and location waits for a callback while the client keeps asking elsewhere.

03 · What is being decided

What the client's assistant is trying to settle.

A front desk answers these every day. An assistant can only answer them from what the practice has published.

  • Future scenario
    “Find a med spa near me that does this treatment, with an appointment after 5 this week.”
  • Future scenario
    “Does it need a consultation first? What's the deposit?”
StageThe assistant's jobWhat has to be true
DiscoverFind med spas nearby that offer the serviceServices are stated per location, and hours agree everywhere
UnderstandRead what the service is and how long it takesThe practice's own approved description and appointment length, in text
QualifyCheck whether a consultation comes first and who has an openingBusiness requirements are stated; openings come from the scheduling platform; unknown stays “ask”
ContactFind how to book, and the termsThe practice's own booking link, deposit and cancellation policy
ActBook, or request a consultationThe client books through the practice's platform; a consultation request reaches a person at the right location
04 / Evidence5 claims, each labelled

What we've seen, what we expect, what could come later.

  1. Observed

    Google's AI Mode helps people book “beauty and wellness appointments,” completing bookings through partners including Booksy, Fresha and Vagaro, for U.S. users in Search Labs.

    Source: Google, The Keyword blog, 2025-11-17.

  2. Observed

    Fresha launched bookings through ChatGPT and Claude, powered by its public Model Context Protocol server, for salons, barbershops, spas, med spas and wellness businesses. The booking completes in Fresha's own flow.

    Source: Fresha release via Business Wire, 2026-08-04.

  3. Observed

    Several scheduling platforms for aesthetics now ship their own AI front desk that answers calls and books into their own calendar.

    Source: Vendor releases: PatientNow (November 2025), Podium (2026-01-20), Zenoti (2026-04-28).

  4. Hypothesis

    Most med-spa scheduling platforms are absent from those booking rails, so an assistant asking for an opening “after 5 this week” gets live availability only where a marketplace exposes it, and otherwise reads the website.

  5. Future scenario

    An assistant books, reschedules or cancels through the practice's own scheduling platform, with the practice's opt-in.

05 · Current Lehvel work

The work behind this brief, with its status.

Not built for this sector: a practice record with services, requirements and openings, read-only answers with the clinical line built in, or a consultation request path.

06 / Business TruthFacts, sources, authority

The clinical line is part of the record.

Business facts an assistant can answer
The services offered, how long they take, published prices, whether a consultation comes first, which provider and location offer it, deposit and cancellation terms, and when there's an opening.
Clinical questions it hands over
Whether a treatment is right for someone, candidacy, safety, side effects, results, a treatment plan. The answer is “consultation required,” or “a qualified person needs to review this first,” with how to reach the practice.
Health information it never asks for
A consultation request carries the service, the location, preferred times and contact details. Nothing about health.
Openings with a time on them
Only from a current reading of the scheduling platform. An old reading becomes “ask the location,” and a missing one is never “fully booked.”
Approved display
Prices and provider credentials appear only where the practice approves them.

Authority boundaryClinical judgment, patient records and the booking itself stay with the practice and its systems. Lehvel is not an EMR, an intake form, a booking platform or an AI receptionist.