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AI Visibility Scorecard

Lakeshore concierge medicine

Lakeshore concierge medicine

Unclaimed

toddrexfordmd.com · Healthcare

Borderline visible. AI bots can crawl Lakeshore concierge medicine, 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 3 times

Claude · Apple Intelligence

#474,906 of 839,397 in Healthcare for AI visibility

4.5

/10

AEO Score

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About Lakeshore concierge medicine

from our crawl and measurement

Lakeshore concierge medicine is a Norton Shores, MI business whose own site puts it this way: ", Special Primary Care Scroll TODD REXFORD, M.D.Providing care for our patients in the manner that we would want our doctor to care for us. MEMBERSHIP INFO Dr." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.

Away from its own site, other 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 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

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

5

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.5/10, Lakeshore concierge medicine is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Lakeshore concierge medicine

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lakeshore concierge medicine: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/toddrexfordmd

Cite this score: Engagemii (2026). "AEO Score for Lakeshore concierge medicine." Retrieved from https://engagemii.com/aeo/brands/toddrexfordmd

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

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