Should the device manufacturer be named on each treatment page?

Yes, prominently. AI surfaces use device-name retrieval handles for laser queries. A page that says “Halo by Sciton” tends to outrank one that says only “fractional laser treatment” for the high-intent device-led queries that drive most laser consults.

How do AI surfaces handle “best laser for acne scars” queries?

They resolve indication-led queries to clinics whose pages name the indication explicitly in retrievable text. A clinic page titled “Acne scar treatment with Fraxel” tends to outrank a generic “laser resurfacing” page for both the device-led and the indication-led query: useful coverage of two query clusters with one page.

What about ablative vs non-ablative: do patients query that way?

Rarely. Patients query by branded device or by concern. The ablative/non-ablative distinction matters for clinician-facing content but is a low-volume retrieval signal in patient-facing queries.

PROCEDURE · LASER RESURFACING

AEO for Laser Resurfacing clinics

Laser resurfacing is the most device-fragmented category in the audit basket. Patients query by branded device (Fraxel, Halo, CO2, Pico, Sciton) more often than by the underlying technology, and AI surfaces respect the device-name distinction.

How AI surfaces handle laser resurfacing queries

A single clinic typically offers two or three devices but is only retrievable on AI surfaces for the one device named most prominently on the website. The other devices are present in the clinic but absent from the answer set. The fix is per-device treatment pages with the device manufacturer named, the indication addressed (pigmentation, texture, scarring), and structured data tying them together.

The audit measures coverage per device, per indication, and across the comparator axis (“Fraxel vs Halo in Sunnyvale,” “CO2 vs Erbium for acne scars”). Laser resurfacing is also one of the categories where Google AI Overviews behaves most differently from Gemini: Overviews leans on local press and aggregator citations that Gemini de-emphasizes, so a clinic can rank well on one and poorly on the other. The audit separates them.

This discipline is also called GEO (Generative Engine Optimization): same concept, different name. We use the term AEO.

One device, not three

Your clinic likely runs 3 lasers and has 1 retrievable page

Most clinics offer two or three resurfacing devices but are only retrievable on AI surfaces for the one named most prominently on the site. The others are present in the building, absent from the answer.

The audit measures coverage per device and per indication, and separates Google AI Overviews from Gemini, since the two surfaces weight local citations differently for this category.

Common laser resurfacing comparators

Patients often ask ChatGPT, Claude, Gemini, Google AI Overviews, and Perplexity to compare laser resurfacing against related treatments and brands:

Fraxel
Halo
CO2 laser
Erbium
PicoSure
Sciton

The full comparison axis is part of the 36-query basket we run for every audit.

Frequently asked

Should the device manufacturer be named on each treatment page?
Yes, prominently. AI surfaces use device-name retrieval handles for laser queries. A page that says “Halo by Sciton” tends to outrank one that says only “fractional laser treatment” for the high-intent device-led queries that drive most laser consults.
How do AI surfaces handle “best laser for acne scars” queries?
They resolve indication-led queries to clinics whose pages name the indication explicitly in retrievable text. A clinic page titled “Acne scar treatment with Fraxel” tends to outrank a generic “laser resurfacing” page for both the device-led and the indication-led query: useful coverage of two query clusters with one page.
What about ablative vs non-ablative: do patients query that way?
Rarely. Patients query by branded device or by concern. The ablative/non-ablative distinction matters for clinician-facing content but is a low-volume retrieval signal in patient-facing queries.

Other procedures we audit

Botox · Dermal Filler · Microneedling · PRP · Chemical Peel · CoolSculpting · IPL · Dermaplaning · HydraFacial

Audit your laser resurfacing visibility

The full audit measures laser resurfacing alongside the rest of your treatment lines across ChatGPT, Claude, Gemini, Google AI Overviews, and Perplexity. See the audit page for what is measured, or read the broader AEO for medspas overview.