Local AI Registry
Not claimed yetDermatologist · Boston

Dr. Farah Moustafa

Dr. Farah Moustafa, Boston, Massachusetts

5.0 · 13 reviews

Eligible to offer 20% cashback to customers who shop here.OrbitBack

24AI ScoreNamed in 0 of 3 answersChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026. Gemini, read by Local AI Registry on Aug 25, 2026.

ConfirmedVisitorAI guess

800 Washington St, Boston, MA 02111

Owned by no one, yet

Unclaimed · Never replied

Is this you? Claim it

AI checked this page on Aug 25, 2026Last activity 1 month ago, a question from washington_noor.

Answers marked AI. Summaries of reviews and the record. Not medical advice.

Services

What Dr. Farah Moustafa offers, what it costs, and what people come for.

Known for

Reviews not read yet, back on Scan Day.

The menu

Services not read yet, back on Scan Day.

No code detected[Photo 1]

Team

Who you'll see, and whether their licenses check out. We check the license before a new person shows as confirmed.

No one is named here yet. The owner can add who works here.

TodayNothing found
ParkingNothing found

Busy times

Not read yet

Reputation

What reviews, press and directories say about Dr. Farah Moustafa.

5.0from 13 reviews on Google

Dr. Moustafa stands out for her personalized care and effective treatments, making her a highly recommended dermatologist in Boston. Patients describe Dr. Farah Moustafa as a compassionate and attentive dermatologist who creates a comfortable environment. Many appreciate her thoroughness in addressing skincare concerns, particularly with treatments like fractora microneedling for acne scars and various injectables such as Kybella and lip fillers.

  • 5100%
  • 40%
  • 30%
  • 20%
  • 10%
Would go back100%100% of reviews give the visit 4 or 5 stars. We assume a good visit means they'd go back.Positive 100%, 4 or 5 stars · Neutral 0%, 3 stars · Negative 0%, 1 or 2 stars
The good
  • Dr. Moustafa's microneedling for acne scars
  • Kybella and Botox treatments
  • Thorough and empathetic patient care
The bad

Not read yet

Press and awards

Add press AI can read
In the pressNot read yet
Not covered yetNot checked yet
AwardsNot read yet
DirectoryListedMatches their site
2727 directories AI readsNot checked yetNot checked yet

No updates from Dr. Farah Moustafa yet.

What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Dr. Farah Moustafa. The code version is exactly what their crawlers get.

Local AI Registry · Dermatologists in Boston, MA · Editorial

Dr. Farah Moustafa, Boston: a dermatologist in Boston (2026 guide)

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.

Fact-checked against 2 sources · Published August 25, 2026 · Updated August 25, 2026 · Machine-readable version below

Owner review: not yet. Dr. Farah Moustafa has not checked this page. Claim to review it

In short

Located at 800 Washington St in Boston, Dr. Farah Moustafa is a highly regarded dermatologist known for her compassionate and thorough approach to skincare. With a perfect 5-star rating from her patients, she takes the time to listen to their concerns and provides personalized care. Many have praised her for creating a comfortable environment, where they feel at ease discussing their issues. Dr. Moustafa's dedication to her patients is evident, as she often follows up to ensure their satisfaction and progress. Her expertise and kindness have made her a treasured provider in the Boston community.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like ChatGPT, Perplexity and Gemini are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.

Key facts

FactValue
TypeDermatologist
Address800 Washington St, Boston, MA 02111, USA
HoursNothing found
Phone(617) 636-0156
Medical directorNothing found
Rating5.0 across 13 reviews on Google
Known forNothing found
PricesNothing found
Quietest timeNothing found
ParkingNothing found
Last verifiedSeptember 19, 2026, 10:47 AM

All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

GroupFactValueMarkEvidence
Location infoNameDr. Farah MoustafaConfirmedGoogle Business Profile, checked Aug 25, 2026
Location infoAddress800 Washington St, Boston, MA 02111, USAConfirmedGoogle Business Profile, checked Aug 25, 2026
Location infoPhone(617) 636-0156ConfirmedGoogle Business Profile, checked Aug 25, 2026
Location infoDescription800 Washington St, Boston, MA 02111ConfirmedGoogle Business Profile, checked Aug 25, 2026
ServicesServiceAcne treatmentAI guessNothing found
ServicesServiceEczema treatmentAI guessNothing found
ServicesServiceSkin examinationAI guessNothing found
ServicesServiceMole removalAI guessNothing found
ServicesServiceRosacea treatmentAI guessNothing found
ServicesServicePsoriasis treatmentAI guessNothing found
ServicesServiceSkin cancer screeningAI guessNothing found
LinksWebsitehttps://www.tuftsmedicine.org/doctor/farah-moustafaConfirmedGoogle Business Profile, checked Aug 25, 2026

Services and prices

These are the 7 services Dr. Farah Moustafa offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
Acne treatmentNothing foundNothing foundNothing foundAI guess
Eczema treatmentNothing foundNothing foundNothing foundAI guess
Skin examinationNothing foundNothing foundNothing foundAI guess
Mole removalNothing foundNothing foundNothing foundAI guess
Rosacea treatmentNothing foundNothing foundNothing foundAI guess
Psoriasis treatmentNothing foundNothing foundNothing foundAI guess
Skin cancer screeningNothing foundNothing foundNothing foundAI guess

Known for

Nothing found

The team

Nothing found

Visiting Dr. Farah Moustafa

Address: 800 Washington St, Boston, MA 02111, USA. Phone: (617) 636-0156. (Confirmed, Google Business Profile, checked August 25, 2026 at 8:53 AM.)

Location info from Google Business Profile

Business description, written by Dr. Farah Moustafa on its Google Business Profile: "800 Washington St, Boston, MA 02111"

When to go

Busy times not read yet, back on Scan Day.

Parking and getting in

Nothing found

Nearby

PlaceTypeDistance
Dunkin'Coffee shop1 min walk
Farmer's FridgeRestaurant1 min walk
Washington St @ Tufts Med CtrBus station1 min walk
Washington St @ Tufts Med CtrBus station1 min walk
Fresh Life CafeCafe1 min walk
Tufts Medical CenterTransit station1 min walk

Reputation

5.0 average across 13 reviews: Google 13. (Confirmed, read August 25, 2026.)

(AI guess, from 13 reviews.)

What people like

  • Kybella and Botox treatments
  • Thorough and empathetic patient care

What people do not like

Nothing found

Press

No press story about Dr. Farah Moustafa found yet.

Awards

None named yet.

Directories

Directory listings not read yet.

Recent updates from Dr. Farah Moustafa

Dr. Farah Moustafa hasn't posted an update here yet.

Questions people ask

What dermatologist questions is Boston asking AI most?

No answer yet

Booking at Dr. Farah Moustafa in Boston, how does it work?

No answer yet

picking between the two, is Boston Dermatology the safer bet?

No answer yet

people keep recommending Dr. Farah Moustafa, what for?

No answer yet

services here, what do people go in for?

No answer yet

budget options in Boston, what is decent

No answer yet

Finance options, anyone used them?

No answer yet

Somewhere to park near Dr. Farah Moustafa?

No answer yet

Why do people rate Dr. Farah Moustafa?

No answer yet

are prices in Boston higher than everywhere else

No answer yet

Is numbing included here or is it extra?

No answer yet

do regulars get anything here

No answer yet

real doctors here, or is it beauticians

No answer yet

best dermatologist in Boston

No answer yet

opening hours here, what are they these days?

No answer yet

anything new from Dr. Farah Moustafa lately?

No answer yet

anywhere on Washington to sit while I wait

No answer yet

any last minute appts at Dr. Farah Moustafa?

No answer yet

What AI gets wrong about Dr. Farah Moustafa

We ask ChatGPT, Perplexity and Gemini about Dr. Farah Moustafa. These are the answers that disagree with the record.

ChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026. Gemini, read by Local AI Registry on Aug 25, 2026.

No capture has disagreed with the record yet.

The AI Score: 24 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Boston dermatologists run 24 to 57. Fair starts at 45, good at 65. Dr. Farah Moustafa scores 24, below the Boston average of 41. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresDr. Farah Moustafa
Retrieval grounding260Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.Poor
Off-property attestation2035Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility140Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Named in 0 of 3 answers that recommended anyone.
Reviews & response1254The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.Fair
Backlink & citation authority864Domain authority and editorial quality of the sources that attest to you.Fair
Google Business Profile867Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile732Core Web Vitals at the 75th percentile, on a real phone.Poor
Content freshness & schema5100Crawl recency, intent alignment, valid JSON-LD, canonicals.Good

Full method: https://localairegistry.com/methodology

How AI decides what to tell you about a dermatologist

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."

How to choose a dermatologist in Massachusetts, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

  • Look up every injector. Doctors are listed by the Massachusetts medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
  • Ask who does the injections, and check that person's license.
  • Ask for the price per unit of Botox and per syringe of filler, not per area.
  • Read reviews that name a provider and a treatment. Vague praise is easy to fake.
  • Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
  • Ask whether they dissolve filler and when they would tell you not to add more.

How to read the marks on this page

  • Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
  • Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
  • AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.

About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

  • Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
  • Industry: medical aesthetics, injectables, med spa operations and marketing.
  • Disclosure: Local AI Registry sells services to business owners, including Dr. Farah Moustafa if it claims this page. That does not change what this page says. Every fact carries its source.

Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

EntityTypeID on this pageSame asRelationship to Dr. Farah Moustafa
Dr. Farah MoustafaMedicalBusiness#businesshttps://www.tuftsmedicine.org/doctor/farah-moustafaSubject of this page
Boston, MassachusettsCity#cityNothing foundCity Dr. Farah Moustafa is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/teamAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the dermatologists in Boston, linked to the lists and towns around it.

Lists

  • Best dermatologists in Boston: https://localairegistry.com/leaderboards/ma/boston/dermatologist
  • Best businesses in Boston: https://localairegistry.com/leaderboards/ma/boston

Nearby

  • /cambridge: https://localairegistry.com/leaderboards/ma/cambridge
  • /newton: https://localairegistry.com/leaderboards/ma/newton
  • /somerville: https://localairegistry.com/leaderboards/ma/somerville
  • /brookline: https://localairegistry.com/leaderboards/ma/brookline
  • /waltham: https://localairegistry.com/leaderboards/ma/waltham
  • /wellesley: https://localairegistry.com/leaderboards/ma/wellesley

Every list

  • Every leaderboard in Massachusetts: https://localairegistry.com/leaderboards/ma

Frequently asked questions

What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.

What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.

Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.

I own Dr. Farah Moustafa. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.

References

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJ6-RxPnd644kR91FsZbgQRKk (accessed Aug 25, 2026)
  • [2] AI engine output: ChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026; Gemini, read by Local AI Registry on Aug 25, 2026, https://localairegistry.com/methodology (accessed Sep 19, 2026)

The code behind this page

This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.

1. HTTP response headers

Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.

HTTP/2 200
content-type: text/html; charset=utf-8
link: <https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma>; rel="canonical", <https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"

2. Head tags

Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.

<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Dr. Farah Moustafa | Dermatologist in Boston · reviews &amp; AI Score · Local AI Registry</title>
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<meta property="og:title" content="Dr. Farah Moustafa — Score 24/100 · Poor">
<meta property="og:description" content="Rated 5.0 on Google from 13 reviews. Known for Kybella and Botox treatments in Boston, MA. Named by 0 of 3 AI assistants.">
<meta property="og:url" content="https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma">
<meta property="og:site_name" content="Local AI Registry">
<meta property="og:type" content="website">
<meta name="twitter:card" content="summary_large_image">
<meta name="geo.position" content="42.3497651;-71.06338219999999">
<meta name="ICBM" content="42.3497651, -71.06338219999999">
<meta name="geo.region" content="US-MA">
<meta name="geo.placename" content="Boston">

3. Structured data (JSON-LD)

One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.

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            "text": "Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it."
          }
        },
        {
          "@type": "Question",
          "name": "What is Local AI Registry?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free."
          }
        },
        {
          "@type": "Question",
          "name": "How does this page help a business get recommended by AI?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next."
          }
        },
        {
          "@type": "Question",
          "name": "Who writes the answers here?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so."
          }
        },
        {
          "@type": "Question",
          "name": "I own Dr. Farah Moustafa. How do I fix something or rank higher?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work."
          }
        }
      ]
    },
    {
      "@type": "ItemList",
      "@id": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma#locals",
      "name": "Questions people ask",
      "numberOfItems": 18,
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "What dermatologist questions is Boston asking AI most?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-dermatologist-questions-is-boston-asking-ai-most"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Booking at Dr. Farah Moustafa in Boston, how does it work?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-the-clinic-accept-reservations-for-appointments"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "picking between the two, is Boston Dermatology the safer bet?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/dr-farah-moustafa-or-boston-dermatology-and-laser-center-for"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "people keep recommending Dr. Farah Moustafa, what for?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-is-dr-farah-moustafa-known-for"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "services here, what do people go in for?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-special-features-does-the-clinic-offer"
        },
        {
          "@type": "ListItem",
          "position": 6,
          "name": "budget options in Boston, what is decent",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-there-anywhere-cheaper-than-dr-farah-moustafa-in-boston-that-is"
        },
        {
          "@type": "ListItem",
          "position": 7,
          "name": "Finance options, anyone used them?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-do-payment-plans"
        },
        {
          "@type": "ListItem",
          "position": 8,
          "name": "Somewhere to park near Dr. Farah Moustafa?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-there-parking-available-at-the-clinic"
        },
        {
          "@type": "ListItem",
          "position": 9,
          "name": "Why do people rate Dr. Farah Moustafa?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-do-people-actually-like-about-dr-farah-moustafa"
        },
        {
          "@type": "ListItem",
          "position": 10,
          "name": "are prices in Boston higher than everywhere else",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-does-a-dermatologist-actually-cost-in-boston"
        },
        {
          "@type": "ListItem",
          "position": 11,
          "name": "Is numbing included here or is it extra?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/can-i-ask-for-numbing-at-dr-farah-moustafa-without-it-being-weird"
        },
        {
          "@type": "ListItem",
          "position": 12,
          "name": "do regulars get anything here",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-take-rewards-points-or-membership-pricing"
        },
        {
          "@type": "ListItem",
          "position": 13,
          "name": "real doctors here, or is it beauticians",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-dr-farah-moustafa-run-by-medical-staff-or-by-technicians"
        },
        {
          "@type": "ListItem",
          "position": 14,
          "name": "best dermatologist in Boston",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/best-dermatologist-in-boston"
        },
        {
          "@type": "ListItem",
          "position": 15,
          "name": "opening hours here, what are they these days?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-are-the-operating-hours-of-the-clinic"
        },
        {
          "@type": "ListItem",
          "position": 16,
          "name": "anything new from Dr. Farah Moustafa lately?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-has-dr-farah-moustafa-been-posting-lately"
        },
        {
          "@type": "ListItem",
          "position": 17,
          "name": "anywhere on Washington to sit while I wait",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-is-around-dr-farah-moustafa-on-washington"
        },
        {
          "@type": "ListItem",
          "position": 18,
          "name": "any last minute appts at Dr. Farah Moustafa?",
          "url": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-ever-have-last-minute-openings"
        }
      ]
    },
    {
      "@type": "BreadcrumbList",
      "@id": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma#breadcrumb",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Boston, MA",
          "item": "https://localairegistry.com/leaderboards/ma/boston"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Dermatologists",
          "item": "https://localairegistry.com/leaderboards/ma/boston/dermatologist"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Dr. Farah Moustafa",
          "item": "https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma"
        }
      ]
    }
  ]
}

4. robots.txt

Invites every major AI crawler by name. Many sites block them. We want this page read and cited.

User-Agent: *
Allow: /
Allow: /_next/static/
Allow: /_next/image
Disallow: /api/
Disallow: /_next/data/

User-Agent: GPTBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: OAI-SearchBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: ChatGPT-User
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: ClaudeBot
Allow: /
Disallow: /api/
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User-Agent: Claude-SearchBot
Allow: /
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User-Agent: Claude-User
Allow: /
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User-Agent: PerplexityBot
Allow: /
Disallow: /api/
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User-Agent: Perplexity-User
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Google-Extended
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Applebot-Extended
Allow: /
Disallow: /api/
Disallow: /_next/data/

Sitemap: https://localairegistry.com/sitemap.xml

5. sitemap.xml

Lists this page with the day it last changed, the same day the page says it was updated.

<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
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    <lastmod>2026-08-25T12:56:12.541Z</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
</urlset>

6. llms.txt

A plain index for language models: what the site is, which pages to read first, and where the markdown copies live.

# Local AI Registry

> The public record of what AI assistants say about local businesses. Every entry checked, scored, and kept current.

Local AI Registry is the editorial, never-sponsored record of what local
businesses are known for, and whether AI assistants actually recommend them.
We score every local business the same way and rank them: website, reviews,
AI visibility, and more. Eight signals, one number from 0 to 100. The heaviest
is whether AI can retrieve you at all.

## Read these first

- [Local AI Registry](https://localairegistry.com): AI assistants now decide which local business to recommend.
- [Methodology](https://localairegistry.com/methodology): Eight signals, one number from 0 to 100.
- [Leaderboards](https://localairegistry.com/leaderboards): Browse AI Score leaderboards by state, city, and category.
- [About](https://localairegistry.com/about): The honest record of who AI recommends.
- [Pricing](https://localairegistry.com/pricing): Four levels of presence, from a free registry entry to being the answer AI gives first in your market.
- [Journal](https://localairegistry.com/journal): How AI assistants decide which local businesses to recommend, and what owners can do about it.

## Business pages

- [Sitemap](https://localairegistry.com/sitemap.xml): Every business page on the registry, with the day each was last updated.
- Every business page has a markdown copy at its own address with `.md` on the end. The copy holds the same facts, marks and sources as the page, in the page's order: the photos with their captions, the team and their licenses, the reviews summary, and the questions locals asked with the replies. The page names it in its head and its HTTP `Link` header.

7. Markdown copy of this page (dr-farah-moustafa-boston-ma.md)

The article as plain text: the same headings, facts, marks and sources.

# Dr. Farah Moustafa, Boston: a dermatologist in Boston (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 2 sources. Updated 2026-08-25. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmt8o1xwp01rryev7f9l62ehv%2F0.png)


## In short

Located at 800 Washington St in Boston, Dr. Farah Moustafa is a highly regarded dermatologist known for her compassionate and thorough approach to skincare. With a perfect 5-star rating from her patients, she takes the time to listen to their concerns and provides personalized care. Many have praised her for creating a comfortable environment, where they feel at ease discussing their issues. Dr. Moustafa's dedication to her patients is evident, as she often follows up to ensure their satisfaction and progress. Her expertise and kindness have made her a treasured provider in the Boston community.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like ChatGPT, Perplexity and Gemini are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.


## Key facts

| Fact | Value |
| --- | --- |
| Type | Dermatologist |
| Address | 800 Washington St, Boston, MA 02111, USA |
| Hours | Nothing found |
| Phone | (617) 636-0156 |
| Medical director | Nothing found |
| Rating | 5.0 across 13 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | September 19, 2026, 10:47 AM |


## All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

| Group | Fact | Value | Mark | Evidence |
| --- | --- | --- | --- | --- |
| Location info | Name | Dr. Farah Moustafa | Confirmed | Google Business Profile, checked Aug 25, 2026 |
| Location info | Address | 800 Washington St, Boston, MA 02111, USA | Confirmed | Google Business Profile, checked Aug 25, 2026 |
| Location info | Phone | (617) 636-0156 | Confirmed | Google Business Profile, checked Aug 25, 2026 |
| Location info | Description | 800 Washington St, Boston, MA 02111 | Confirmed | Google Business Profile, checked Aug 25, 2026 |
| Services | Service | Acne treatment | AI guess | Nothing found |
| Services | Service | Eczema treatment | AI guess | Nothing found |
| Services | Service | Skin examination | AI guess | Nothing found |
| Services | Service | Mole removal | AI guess | Nothing found |
| Services | Service | Rosacea treatment | AI guess | Nothing found |
| Services | Service | Psoriasis treatment | AI guess | Nothing found |
| Services | Service | Skin cancer screening | AI guess | Nothing found |
| Links | Website | https://www.tuftsmedicine.org/doctor/farah-moustafa | Confirmed | Google Business Profile, checked Aug 25, 2026 |


## Services and prices

These are the 7 services Dr. Farah Moustafa offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Acne treatment | Nothing found | Nothing found | Nothing found | AI guess |
| Eczema treatment | Nothing found | Nothing found | Nothing found | AI guess |
| Skin examination | Nothing found | Nothing found | Nothing found | AI guess |
| Mole removal | Nothing found | Nothing found | Nothing found | AI guess |
| Rosacea treatment | Nothing found | Nothing found | Nothing found | AI guess |
| Psoriasis treatment | Nothing found | Nothing found | Nothing found | AI guess |
| Skin cancer screening | Nothing found | Nothing found | Nothing found | AI guess |


### Known for

Nothing found


## The team

Nothing found


## Visiting Dr. Farah Moustafa

Address: 800 Washington St, Boston, MA 02111, USA. Phone: (617) 636-0156. (Confirmed, Google Business Profile, checked August 25, 2026 at 8:53 AM.)


### Location info from Google Business Profile

Business description, written by Dr. Farah Moustafa on its Google Business Profile: "800 Washington St, Boston, MA 02111"


### When to go

Busy times not read yet, back on Scan Day.


### Parking and getting in

Nothing found


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Dunkin' | Coffee shop | 1 min walk |
| Farmer's Fridge | Restaurant | 1 min walk |
| Washington St @ Tufts Med Ctr | Bus station | 1 min walk |
| Washington St @ Tufts Med Ctr | Bus station | 1 min walk |
| Fresh Life Cafe | Cafe | 1 min walk |
| Tufts Medical Center | Transit station | 1 min walk |


## Reputation

5.0 average across 13 reviews: Google 13. (Confirmed, read August 25, 2026.)

 (AI guess, from 13 reviews.)


### What people like

- Kybella and Botox treatments
- Thorough and empathetic patient care


### What people do not like

Nothing found


### Press

No press story about Dr. Farah Moustafa found yet.


### Awards

None named yet.


### Directories

Directory listings not read yet.


## Recent updates from Dr. Farah Moustafa

Dr. Farah Moustafa hasn't posted an update here yet.


## Questions people ask


### What dermatologist questions is Boston asking AI most?

No answer yet


### Booking at Dr. Farah Moustafa in Boston, how does it work?

No answer yet


### picking between the two, is Boston Dermatology the safer bet?

No answer yet


### people keep recommending Dr. Farah Moustafa, what for?

No answer yet


### services here, what do people go in for?

No answer yet


### budget options in Boston, what is decent

No answer yet


### Finance options, anyone used them?

No answer yet


### Somewhere to park near Dr. Farah Moustafa?

No answer yet


### Why do people rate Dr. Farah Moustafa?

No answer yet


### are prices in Boston higher than everywhere else

No answer yet


### Is numbing included here or is it extra?

No answer yet


### do regulars get anything here

No answer yet


### real doctors here, or is it beauticians

No answer yet


### best dermatologist in Boston

No answer yet


### opening hours here, what are they these days?

No answer yet


### anything new from Dr. Farah Moustafa lately?

No answer yet


### anywhere on Washington to sit while I wait

No answer yet


### any last minute appts at Dr. Farah Moustafa?

No answer yet


## What AI gets wrong about Dr. Farah Moustafa

We ask ChatGPT, Perplexity and Gemini about Dr. Farah Moustafa. These are the answers that disagree with the record.

ChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026. Gemini, read by Local AI Registry on Aug 25, 2026.

No capture has disagreed with the record yet.


## The AI Score: 24 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Boston dermatologists run 24 to 57. Fair starts at 45, good at 65. Dr. Farah Moustafa scores 24, below the Boston average of 41. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Dr. Farah Moustafa |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 35 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 0 of 3 answers that recommended anyone. |
| Reviews & response | 12 | 54 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Fair |
| Backlink & citation authority | 8 | 64 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 67 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 32 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 100 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |

Full method: https://localairegistry.com/methodology


## How AI decides what to tell you about a dermatologist

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."


## How to choose a dermatologist in Massachusetts, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

- Look up every injector. Doctors are listed by the Massachusetts medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
- Ask who does the injections, and check that person's license.
- Ask for the price per unit of Botox and per syringe of filler, not per area.
- Read reviews that name a provider and a treatment. Vague praise is easy to fake.
- Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
- Ask whether they dissolve filler and when they would tell you not to add more.


## How to read the marks on this page

- Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
- Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
- AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.


## About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

- Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
- Industry: medical aesthetics, injectables, med spa operations and marketing.
- Disclosure: Local AI Registry sells services to business owners, including Dr. Farah Moustafa if it claims this page. That does not change what this page says. Every fact carries its source.


## Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

| Entity | Type | ID on this page | Same as | Relationship to Dr. Farah Moustafa |
| --- | --- | --- | --- | --- |
| Dr. Farah Moustafa | MedicalBusiness | #business | https://www.tuftsmedicine.org/doctor/farah-moustafa | Subject of this page |
| Boston, Massachusetts | City | #city | Nothing found | City Dr. Farah Moustafa is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the dermatologists in Boston, linked to the lists and towns around it.


### Lists

- Best dermatologists in Boston: https://localairegistry.com/leaderboards/ma/boston/dermatologist
- Best businesses in Boston: https://localairegistry.com/leaderboards/ma/boston


### Nearby

- /cambridge: https://localairegistry.com/leaderboards/ma/cambridge
- /newton: https://localairegistry.com/leaderboards/ma/newton
- /somerville: https://localairegistry.com/leaderboards/ma/somerville
- /brookline: https://localairegistry.com/leaderboards/ma/brookline
- /waltham: https://localairegistry.com/leaderboards/ma/waltham
- /wellesley: https://localairegistry.com/leaderboards/ma/wellesley


### Every list

- Every leaderboard in Massachusetts: https://localairegistry.com/leaderboards/ma


## Frequently asked questions


### What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.


### What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.


### How does this page help a business get recommended by AI?

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.


### Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.


### I own Dr. Farah Moustafa. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJ6-RxPnd644kR91FsZbgQRKk (accessed Aug 25, 2026)
- [2] AI engine output: ChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026; Gemini, read by Local AI Registry on Aug 25, 2026, https://localairegistry.com/methodology (accessed Sep 19, 2026)

For developers: what makes this page machine-readable

  • One source of truth. The page, the HTML, the JSON-LD and the markdown copy are generated from the same record, so they cannot disagree.
  • People are linked to their credentials, and credentials to the board that issued them (recognizedBy).
  • Answers come first. The page opens with a one-paragraph summary and a key facts table, marked speakable.
  • Wrong AI answers are published as ClaimReview, so engines can see the correction and its source.
  • The FAQ holds the questions this page answers. The questions locals asked are listed as an ItemList, each pointing at its own page, where its replies are the QAPage.
  • robots.txt names the AI crawlers and allows them.
  • A markdown copy sits at the same address with .md, linked from the HTTP headers, the head and llms.txt.
  • No text is hidden from people that crawlers can see. What machines read is what you read.

Checklist

  • Done: Title tag and meta description
  • Done: Canonical URL and breadcrumbs
  • Done: Expert byline, Steve Lee
  • Done: Entity map with sameAs links
  • Done: robots.txt welcomes AI crawlers
  • Done: Key facts answer block
  • Done: 2 cited sources
  • Done: Updated date on the page
  • Missing: Schema: business, team, services
  • Done: Schema: FAQ and article
  • Missing: Corrections to what AI gets wrong
  • Done: Details table, every fact sourced
  • Done: Open Graph and social cards
  • Done: llms.txt and markdown copy
  • Done: Sitemap with lastmod
  • Missing: Owner review of this page
  • Missing: Owner-confirmed prices

Copy this code

Every file above is free to copy for your own business page. Keep the attribution links to Local AI Registry (https://localairegistry.com) in place: they tell AI engines where the method comes from, and they help us keep this free.

  • Method: https://localairegistry.com/methodology
  • Claim a page: https://localairegistry.com/claim/cmt8o1xwp01rryev7f9l62ehv

References, including locals

Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.

  1. What dermatologist questions is Boston asking AI most? Question by Dr. Farah Moustafa, Sep 14, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-dermatologist-questions-is-boston-asking-ai-most
  2. Booking at Dr. Farah Moustafa in Boston, how does it work? Question by washington_noor, Sep 12, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-the-clinic-accept-reservations-for-appointments
  3. picking between the two, is Boston Dermatology the safer bet? Question by washington_birdie, Sep 10, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/dr-farah-moustafa-or-boston-dermatology-and-laser-center-for
  4. people keep recommending Dr. Farah Moustafa, what for? Question by birthday_regular_south, Sep 7, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-is-dr-farah-moustafa-known-for
  5. services here, what do people go in for? Question by long_overdue_on_washington, Sep 7, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-special-features-does-the-clinic-offer
  6. budget options in Boston, what is decent Question by winter_commuter_downtown, Sep 6, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-there-anywhere-cheaper-than-dr-farah-moustafa-in-boston-that-is
  7. Finance options, anyone used them? Question by june_sitter_east, Sep 3, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-do-payment-plans
  8. Somewhere to park near Dr. Farah Moustafa? Question by quiet_on_washington, Sep 1, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-there-parking-available-at-the-clinic
  9. Why do people rate Dr. Farah Moustafa? Question by researching_on_washington, Aug 28, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-do-people-actually-like-about-dr-farah-moustafa
  10. are prices in Boston higher than everywhere else Question by spring_shopper_uptown, Aug 21, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-does-a-dermatologist-actually-cost-in-boston
  11. Is numbing included here or is it extra? Question by first_timer_on_washington, Aug 20, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/can-i-ask-for-numbing-at-dr-farah-moustafa-without-it-being-weird
  12. do regulars get anything here Question by boston_rue_02111, Aug 17, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-take-rewards-points-or-membership-pricing
  13. real doctors here, or is it beauticians Question by hopeful_on_washington, Aug 14, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/is-dr-farah-moustafa-run-by-medical-staff-or-by-technicians
  14. best dermatologist in Boston Question by washington_sage, Aug 12, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/best-dermatologist-in-boston
  15. opening hours here, what are they these days? Question by curious_on_washington, Aug 9, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-are-the-operating-hours-of-the-clinic
  16. anything new from Dr. Farah Moustafa lately? Question by may_walker_south, Aug 4, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-has-dr-farah-moustafa-been-posting-lately
  17. anywhere on Washington to sit while I wait Question by winter_parent_west, Jul 31, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/what-is-around-dr-farah-moustafa-on-washington
  18. any last minute appts at Dr. Farah Moustafa? Question by wedding_lurker_north, Jul 29, 2026. localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma/q/does-dr-farah-moustafa-ever-have-last-minute-openings
Use this page freely

Copy the code, the facts or the reviews. Keep the reference links so readers can check the source. Businesses can post a line like this on their own site:

<p>Read what our neighbors say about us on
<a href="https://localairegistry.com/biz/ma/boston/dr-farah-moustafa-boston-ma">Local AI Registry</a>.</p>

Or a blog post: “Learn about our patients' experiences, verified by neighbors, on our Local AI Registry page.”

References

Change history
ConfirmedVisitor submittedAI guess

This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.

  1. [1]VisitName, address, phone, website and descriptionGoogle Business Profile.Primary source · Accessed Aug 25, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJ6-RxPnd644kR91FsZbgQRKk · No archived copy yet
  2. [2]ServicesAcne treatment, Eczema treatment, Mole removal, Psoriasis treatment, Rosacea treatment, Skin cancer screening and Skin examinationAI engine output: ChatGPT and Perplexity, read by Local AI Registry on Sep 4, 2026; Gemini, read by Local AI Registry on Aug 25, 2026.AI engine output · Accessed Sep 19, 2026 · https://localairegistry.com/methodology · No archived copy yet