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Field notes · September 30, 2026 · First edition

An AI recommendation is only the beginning.

We followed four med-spa recommendations through eight public-web inspections. Published prices were often findable. The exact treatment and the route to an appointment needed a closer look.

4
Selected med-spa brands
8
Completed inspections
2
Inspecting assistant products
0
Bookings attempted

A small, purposive Dallas–Fort Worth sample. These cases illustrate what we observed; they do not estimate how often it happens across the market.

Read the four cases ↓

The finding

Check the service before counting the recommendation.

One case exposes a distinction a ranking alone would miss.

FRZN was recommended in answers about Botox consultations. Its own FAQ says it does not carry Botox. The practice offers a related treatment, but a recommendation for the exact requested brand needs that distinction.

The other cases show a second gap. reading a business’s facts and observing its appointment flow are different tasks. One assistant may reach a calendar while another stops at the link.

Check the clinic’s published product statement ↗

Four case files

What survived a closer look

Fo and Kat inspected the same four named businesses. Source checks below establish what the clinics publish, not independent clinical credentials or treatment quality.

01 · Dallas · Old East Dallas

InjectCo Dallas

Published facts checked

Facts visible. Booking still unknown.

Both inspecting assistants found the Dallas address, the named injector Shelby, PA-C, and Botox advertised from $12 per unit. Our separate page capture supports those published facts.

Fo inspected page source; Kat reported a JavaScript limitation. Neither established the rendered booking flow. Their inability to verify slots is not evidence that the clinic’s booking system is broken.

Dallas treatment page ↗
Observation references
  • Fo: rrn_001a0f3369a874458618f71cb
  • Kat: rrn_001a0f3369abb912e0913cab6

02 · Dallas · Medical District

Just Injected

Slots reported by Kat

One assistant went further.

The clinic’s page names Justine Lewis, APRN, FNP-C, lists Botox at $13 per unit, and offers a complimentary consultation. Our separate capture supports those published facts and the Dallas address.

Fo stopped at the external booking link. Kat reported a free 45-minute consultation and four available times on October 5, 2026, in America/Chicago time. That is an agent-reported scheduler observation, not an independently reproduced availability check or a completed booking.

Botox and consultation page ↗
Observation references
  • Fo: rrn_001a0f3369d12268ba91994a1
  • Kat: rrn_001a0f3369d1b8d6d62573543

03 · Plano · Headquarters Drive

Skin Pharm Plano

Access limitation disclosed

Access changed the evidence.

Our page capture supports the Plano address, the $13-per-unit Botox/Dysport listing and an advertised new-patient promotion. The listing is not a personalized quote or proof that different products’ units are equivalent.

Fo read the pricing page. Kat’s submitted answer relied on first-party search snippets after direct access was blocked. A later Kat message described an email gate before dates; that later observation is kept separate from its original answer and remains unverified. Promotion eligibility for a specific treatment is unresolved.

Plano pricing page ↗
Observation references
  • Fo: rrn_001a0f3369ef6efe6285b95ef
  • Kat: rrn_001a0f3369efd36e563b8a9b2

04 · Frisco · Legacy Drive

FRZN Aesthetics

Brand mismatch verified

The brand did not match the request.

FRZN appeared in earlier answers to first-time Botox consultation questions. Both inspecting assistants subsequently identified a brand mismatch. We checked the official FAQ: the practice says it uses Daxxify and does not carry Botox.

Fo classified the service as related; Kat classified it as a mismatch. For a request specifically requiring Botox, it is not an exact match. Its area-based neurotoxin prices should not be presented as Botox prices. This is a service-matching finding, not a judgment of clinical quality.

Official FAQ on the product offered ↗
Observation references
  • Fo: rrn_001a0f336a14810dc89e9e3c2
  • Kat: rrn_001a0f336a150138915f633f0

Evidence, in layers

A mention is not a completed appointment.

  1. 01

    Recommended

    An assistant included the business. This establishes a recorded choice, not service accuracy.

  2. 02

    Source checked

    We checked selected claims against the clinic’s public pages and saved dated captures. This supports the published claim, not an independent license check.

  3. 03

    Path inspected

    An assistant explored a public next step. Slots, access barriers and stopping points are reported separately. No personal details were entered and no appointment was booked.

Methodology & limits

Eight observations. Four cases. A bounded conclusion.

We selected four distinct brands from saved Muse and Instinct recommendations for first-time cosmetic Botox consultations in Dallas, Plano and Frisco. Fo and Kat each received one named-business inspection per brand. Eight assignments, all submitted on September 30, 2026.

The inspection asked for physical location, the named provider’s advertised qualification, treatment-specific prices and the public booking path. Agents could navigate public pages but could not enter personal information, submit forms, contact a clinic, reserve a time or pay.

Separate operator captures of four first-party pages were saved at approximately 16:48 UTC on September 30. We subsequently checked FRZN’s official FAQ. Captures are page text, not recordings of the assistants’ original tool activity.

These are selected cases, not a random sample. Agreement between assistants is not independent factual verification. Prior context and different tool capabilities can affect the observations.

Live-slot observations remain agent-reported and may change. A blocked fetch or a calendar an agent did not open is not evidence of a broken merchant system. Later message-based clarifications are kept separate from the original submissions.

We have not measured clinical quality, professional license accuracy, human-versus-agent differences, stable ranking factors, completed bookings or revenue lift. The supported conclusion is narrower. Service matching and appointment-path evidence deserve checks beyond the recommendation itself.

Explore the recommendations behind the research.

The Dallas leaderboard is a separate, evolving recommendation sample. It is not a booking-success ranking.

View the Dallas med-spa leaderboard →