AI Visibility Scorecard
Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon
lazarusmd.com · Healthcare
Borderline visible. AI bots can crawl Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#236,096 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon
from our crawl and measurement
"Cosmetic, Medical & Surgical Dermatology in Bal Harbour by Dr. Melissa Lazarus." That is how Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon of Bay Harbor Islands, FL introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2006.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How it works?
Direct pay dermatology is simple and hassle free.1.Call us to arrange your appointment, usually available when you need it.2.Prices will be available on our website, and our staff can also share the costs associated with your visit.3.At your appointment, ample time will be spent with Dr. Lazarus to address your concerns.4.Upon leaving, you'll pay for the services provided. We'll give you a copy of the bill.
Is this your brand?
The exact fixes for Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lazarusmd
Cite this score: Engagemii (2026). "AEO Score for Dermatology by Dr. Melissa LazarusFacebook iconInstagram icon." Retrieved from https://engagemii.com/aeo/brands/lazarusmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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