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AI Visibility Scorecard

EDMSC,LLC.

EDMSC,LLC.

Unclaimed
⚠ Identity mismatch

lauragillespie.org · Healthcare

Borderline visible. AI bots can crawl EDMSC,LLC., 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 1 times

Claude

#643,496 of 700,577 in Healthcare for AI visibility

3.1

/10

AEO Score

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About EDMSC,LLC.

from our crawl and measurement

EDMSC,LLC. is a Beachwood, OH business whose own site puts it this way: "Eating Disorder Medical Specialists of Cleveland, LLC (EDMSC) is Cleveland's only private, independent medical practice run by Laura Gillespie, MD, that provides first-line, individualized." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and a heading structure that lays out what it offers.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Jul 30, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

1

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3.1/10, EDMSC,LLC. is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for EDMSC,LLC.

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for EDMSC,LLC.: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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Source & Attribution

Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lauragillespie-org

Cite this score: Engagemii (2026). "AEO Score for EDMSC,LLC.." Retrieved from https://engagemii.com/aeo/brands/lauragillespie-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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