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AI Visibility Scorecard

Lakeshore Primary Care Associates

Lakeshore Primary Care Associates

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lakeshorepca.com · Healthcare

Somewhat visible. AI bots can read Lakeshore Primary Care Associates, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Apple Intelligence

#143,959 of 839,752 in Healthcare for AI visibility

5.6

/10

AEO Score

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About Lakeshore Primary Care Associates

from our crawl and measurement

"Lakeshore Primary Care Associates offers medical care for patients in the Buffalo, NY area. Call our general physician for affordable healthcare services!." That is how Lakeshore Primary Care Associates of Hamburg, NY introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and Meta AI.

Industry · Healthcare
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.6/10, Lakeshore Primary Care Associates has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Lakeshore Primary Care Associates: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lakeshore Primary Care Associates." Retrieved from https://engagemii.com/aeo/brands/lakeshorepca

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

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