AI Visibility Scorecard
ledamedical.com · Healthcare
Borderline visible. AI bots can crawl Leda Medical, 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 5 times
Meta AI · Claude
#46,639 of 924,228 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 33% of Healthcare companies
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Leda Medical, based in New York, NY, describes itself simply: "Private neurology practice specializing in Lyme disease, PANS/PANDAS, autoimmune encephalitis, tick-borne co-infections, and complex chronic illness." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (MedicalOrganization, Physician, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a medical business.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 4.2/10, Leda Medical is crawlable but under-signaled - fixable, and the signals above are where to start.
What Are Autoimmune Neurological Disorders?
Autoimmune neurological disorders occur when the immune system produces antibodies or inflammatory cells that target the brain, spinal cord, peripheral nerves, or neuromuscular junction. These conditions can be triggered or exacerbated by infections (such as Lyme disease, streptococcal bacteria, or viruses), toxic exposures, or underlying genetic vulnerabilities.
What Is IVIG Therapy?
Intravenous Immunoglobulin (IVIG) is a blood product derived from thousands of healthy donors that contains a broad spectrum of antibodies. When infused intravenously, it modulates the immune system, neutralizes harmful autoantibodies, and provides a temporary "reset" that can dramatically reduce neuroinflammation and autoimmune activity. IVIG has been used for decades and has an extensive safety record.
What to Expect?
⚠ In-House Only This treatment is administered exclusively in Dr. Frid's office, under her direct supervision. No exceptions — for patient safety and optimal care outcomes.
What Are Tissue Nano Particles / Exosomes?
Exosomes are so-called extracellular vesicles — tiny "bubbles" released from cells, especially stem cells. They act as shuttles for genetic information and proteins between cells, allowing for intricate cell-to-cell communication. They transport molecules that are important regulators of intracellular information between close and distant cells, carrying instructions that tell cells how and when to react.
What is Rituximab and How Is It Used?
Rituximab is a type of drug known as a biological therapy that can reduce inflammation and damage to your joints.
Is this your brand?
The exact fixes for Leda Medical
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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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledamedical
Cite this score: Engagemii (2026). "AEO Score for Leda Medical." Retrieved from https://engagemii.com/aeo/brands/ledamedical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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