Report 17

The 10 questions patients ask AI before choosing a plastic surgeon.

Published by KKV Labs LLC. First published 4 Oct 2026, last updated 4 Oct 2026.

The 10 questions patients ask AI before they book a plastic surgery consultation. The words stay the same in every city, so a check today and a check in 90 days line up. On October 4, 2026 we asked all ten in Google AI Mode for Bend, Oregon.

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Short answer

Patients ask about one procedure at a time: a facelift, a tummy tuck price, rhinoplasty, a mommy makeover, eyelid surgery reviews, and whether the surgeon offers financing or a virtual consultation. Each answer is drawn from a different page, so a practice can be named for one and missing from the next.

Credentials do not decide it. Of the 114 plastic surgery homepages we read on October 2, 2026, board certified is stated on 74% of the sites AI named and 89% of the rest, the wrong way round. A financing page is linked on 53% against 32%.

That is why our guarantee is counted over 10 agreed questions, not one. Being named once can be luck. Being named across most of the ten is a position a practice can check every month.

Your HVAC company result

From this report, answers captured September 8, 2026.

60 of 60

Cities where the answer is still open

No single HVAC company owns the AI answer there yet

5

HVAC companies named in the average city answer

Everyone the answer leaves out is invisible to that buyer

502

HVAC companies screened

Websites read by machine across 60 US cities

The library

The ten, and what each one is testing.

These are the ten questions printed on our plastic surgeons page, word for word. [city] is the town being checked. On October 4, 2026 we asked all ten in Google AI Mode with the town set to Bend, Oregon, and each one shows how that answer opened and which practices it put on cards. This page reports what AI answers and practice websites say. It makes no claim about any procedure or result.

The Plastic Surgery AI Visibility Index lists who the answer named for the best plastic surgeon, city by city.

  1. 01

    Who is the best plastic surgeon for a facelift in [city]?

    Testing: One procedure

    Where the answer is pulled from: A facelift page. 86% of the 114 homepages name facelifts: 89% of the sites AI named and 84% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "For a surgical facelift in Bend, Oregon, Dr. I. Nick Vial and Dr. Michael E. Villano stand out as the top-rated specialists with distinct focus areas. If you are looking for general aesthetic rejuvenation or specific non-surgical options, there are also highly recommended alternatives right in town." It showed place cards for 4 businesses: I. Nick Vial, MD | Plastic Surgery; VillanoMD - Facial Plastic Surgery; Bend Plastic Surgery; and Northwest Cosmetic Surgery: Dr. Amanda K. Nelson MD FACS.

  2. 02

    How much does a tummy tuck cost in [city]?

    Testing: Price

    Where the answer is pulled from: Cost content on the site. 18% put cost content on the homepage: 24% of the sites AI named and 14% of the rest. A price of any kind is on 13%, and that runs backwards: 11% of the sites AI named and 14% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "In Bend, Oregon, a standard tummy tuck (abdominoplasty) typically costs between $10,000 and $15,000 total." It pointed to Bend Plastic Surgery's published price for a related procedure. No place cards were shown.

  3. 03

    Which board certified plastic surgeon in [city] does breast augmentation?

    Testing: Credentials and one procedure

    Where the answer is pulled from: Board certification and a breast page. 84% say board certified, and it runs backwards: 74% of the sites AI named and 89% of the rest. 27% name the American Board of Plastic Surgery. 82% name breast augmentation.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Several board-certified plastic surgeons in Bend, Oregon perform breast augmentation. Choosing a surgeon certified by the American Board of Plastic Surgery (ABPS) ensures they have undergone rigorous, specific training in plastic and reconstructive surgery." Its shortlist began with Dr. Emily A. Borsting (Borsting MD Plastic Surgery), Dr. Nick Vial (invMD Plastic Surgery) and Dr. Amanda K. Nelson (Northwest Cosmetic Surgery). No place cards were shown.

  4. 04

    Who is the best rhinoplasty surgeon near [city]?

    Testing: One procedure

    Where the answer is pulled from: A rhinoplasty page. 62% name rhinoplasty: 68% of the sites AI named and 59% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "While 'the best' surgeon depends highly on your unique goals and anatomy, Bend has a few highly regarded options for nasal reshaping. Dr. Michael Villano stands out as the primary specialist exclusively dedicated to facial procedures, while Dr. I. Nick Vial and Dr. Jourdan Carboy are top-tier general plastic surgeons who are highly reviewed for rhinoplasty outcomes." It showed place cards for 3 businesses: VillanoMD - Facial Plastic Surgery; I. Nick Vial, MD | Plastic Surgery; and Alpenaura Plastic Surgery & Wellness.

  5. 05

    Which [city] plastic surgeon offers financing?

    Testing: Paying over time

    Where the answer is pulled from: Financing stated, and a page for it. 60% offer financing: 74% of the sites AI named and 53% of the rest. 39% link a financing page: 53% of the sites AI named and 32% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Several board-certified plastic surgeons and facial specialists in Bend, Oregon offer healthcare financing plans..." It showed place cards for 4 businesses: Bend Plastic Surgery, invMD Plastic Surgery, Villano MD and Alpenaura Plastic Surgery & Wellness.

  6. 06

    Is there a female plastic surgeon in [city]?

    Testing: Who the surgeon is

    Where the answer is pulled from: A surgeon page that says it. Only 6% state a female surgeon on the homepage: 0% of the sites AI named and 9% of the rest. The answer still put four practices on cards.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Yes, there are several highly rated female plastic surgeons in Bend, Oregon, giving you great options depending on whether you are looking for general cosmetic surgery, body contouring, or specialized facial procedures." It showed place cards for 4 businesses: Emily Borsting MD Plastic Surgery, Northwest Cosmetic Surgery, Alpenaura Plastic Surgery & Wellness and Evergreen Oculofacial Plastic Surgery.

  7. 07

    Who performs mommy makeover surgery in [city]?

    Testing: A combined procedure

    Where the answer is pulled from: A mommy makeover page. 68% name it: 71% of the sites AI named and 66% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Several board-certified plastic surgeons perform mommy makeover surgery in Bend, Oregon. Because a mommy makeover is a highly customized combination of procedures..." It named Dr. Emily Borsting, Dr. I. Nick Vial (invMD Plastic Surgery), Bend Plastic Surgery and Dr. Amanda K. Nelson (Northwest Cosmetic Surgery). No place cards were shown.

  8. 08

    How long is recovery after liposuction, and who does it in [city]?

    Testing: Recovery, then a name

    Where the answer is pulled from: Recovery written on the site. 29% carry recovery information on the homepage, and the groups are level: 29% of the sites AI named and 29% of the rest. 87% name liposuction.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Recovery after liposuction typically takes 1 to 2 weeks for active downtime, though the complete internal healing and final contour shaping process can span 3 to 6 months." It showed place cards for 5 businesses: I. Nick Vial, MD | Plastic Surgery; Emily Borsting MD Plastic Surgery; Bend Plastic Surgery; Northwest Cosmetic Surgery; and Alpenaura Plastic Surgery & Wellness.

  9. 09

    Which plastic surgeon in [city] has the best reviews for eyelid surgery?

    Testing: Reviews for one procedure

    Where the answer is pulled from: Reviews you can see. 82% name eyelid surgery. A review count shows on 27% of homepages: 34% of the sites AI named and 24% of the rest. A star rating shows on 19%: 29% of the sites AI named and 14% of the rest.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "For eyelid surgery (blepharoplasty) in Bend, Oregon, the practice with the most specialized, perfect reviews is Evergreen Oculofacial Plastic Surgery, boasting a 5.0/5 star rating. Because oculofacial plastic surgeons specialize exclusively in the delicate structures around the eyes, they are highly sought after for this specific procedure." It showed place cards for 5 businesses: Evergreen Oculofacial Plastic Surgery; Emily Borsting MD Plastic Surgery; I. Nick Vial, MD | Plastic Surgery; VillanoMD - Facial Plastic Surgery; and Infocus Eye Care.

  10. 10

    Do plastic surgeons in [city] offer virtual consultations?

    Testing: A first step from home

    Where the answer is pulled from: A virtual consultation offer, and a page for it. 22% offer one: 26% of the sites AI named and 20% of the rest. 15% link a page for it.

    Observed example: Asked in Bend, Oregon on October 4, 2026. The answer opened: "Yes, several plastic surgeons and aesthetic practices in Bend, Oregon offer virtual consultations, providing a convenient way for patients to explore cosmetic or reconstructive procedures from home. While availability varies by individual clinic policy, remote evaluations are widely used across Central Oregon for initial surgical candidacy screening, reviewing goals, and providing provisional cost estimates." It showed place cards for 4 businesses: Alpenaura Plastic Surgery & Wellness; Emily Borsting MD Plastic Surgery; I. Nick Vial, MD; and Bend Plastic Surgery.

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The pattern

Why one name is luck.

Google AI Mode named at least 2 practices in every one of the 21 cities we checked, and 4 on average. In Bend, the same few practices came up across most of the ten answers, but a specialist led when the question was narrow: an oculofacial practice for eyelid surgery, a facial plastic surgeon for rhinoplasty.

What a practice says about itself splits the groups less than what it shows. Board certified runs backwards (74% against 89%). A video on the homepage is 55% against 30%, practice or booking software 39% against 13%, and a RealSelf profile 21% against 12%.

Physician schema is on 45% of named sites against 33% of the rest. The middle named homepage has 1,717 words and the middle of the rest 1,318. This is a count from one day, and it says nothing about anyone's surgery. It shows that each question reads its own page.

What we do for plastic surgeons

Cite this report

KKV Labs (2026). The 10 questions patients ask AI before choosing a plastic surgeon, October 2026 edition. KKV Labs LLC. https://www.kkvlabs.com/research/what-patients-ask-ai-plastic-surgeons

GitHub: dataset and crawl code. Licence: CC BY 4.0.

Sources

Every percentage and every observed example on this page traces to one of these files.

  • Our Google AI Mode run across 21 cities, September 8, 2026 (names per city)
  • Google AI Mode answers to the ten questions on this page, asked word for word on October 4, 2026 (every observed example)
  • Our homepage crawl, October 2, 2026 (every share on this page, and the split between sites AI named and the rest)
  • The 10 buyer questions published on our plastic surgeons page (the exact questions)

GitHub: dataset and crawl code. Licence: CC BY 4.0.

Questions

What people ask about this data.

Where do these plastic surgery numbers come from?
Two of our own runs. On September 8, 2026 we asked Google AI Mode for the best plastic surgeon in 21 US cities and saved the names. On October 2, 2026 we tried 130 practice homepages and read 114. Every share here is counted from those files.
Where do the observed examples come from?
Each of the ten questions was asked word for word in Google AI Mode on October 4, 2026, logged out, with the town set to Bend, Oregon. The example quotes how the answer opened and lists the place cards it showed. It is one answer on one day, not a ranking and not medical advice.
Can I quote these numbers?
Yes, free. Name KKV Labs as the source and link this page, so the dates travel with the numbers.
Does this page say which surgeon is better?
No. A name in an AI answer is what that answer said on one day. It is not a ranking, and it says nothing about anyone's results.

Your HVAC company result

From this report, answers captured September 8, 2026.

60 of 60

Cities where the answer is still open

No single HVAC company owns the AI answer there yet

5

HVAC companies named in the average city answer

Everyone the answer leaves out is invisible to that buyer

502

HVAC companies screened

Websites read by machine across 60 US cities

Next step

Get your HVAC company recommended by AI in 90 days.

We run the 10 questions your customers ask ChatGPT, Perplexity and Google AI Mode in your city and show you who gets named today. Then we fix the pages, listings and answers that decide it.

$1,000 a month, 3-month minimum as it takes time to show results. If AI is not naming you by day 90, you get every dollar back.

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