AI visibility score
4.2/ 10Fair

#46,639 of 924,228 in Healthcare

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Leda Medical

Leda Medical

Unclaimed

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

i

Rarely named · 0/100

More likely to be named than 33% of Healthcare companies

4

AEO Visibility

i

Borderline · 4.2/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Leda Medical

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.

Industry · Healthcare
Last scored · Aug 1, 2026

The 6 signals AI reads

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.

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 4.2/10, Leda Medical is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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.

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Picked for Leda Medical: How-To

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.

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Source & Attribution

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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