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AI Visibility Scorecard

Maple Med Peds

Maple Med Peds

Unclaimed

maplemedpeds.com · Healthcare

Somewhat visible. AI bots can read Maple Med Peds, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Meta AI · Claude

#255,079 of 847,039 in Healthcare for AI visibility

5.2

/10

AEO Score

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About Maple Med Peds

from our crawl and measurement

Maple Med Peds is a business whose own site puts it this way: "Since 1987 Maple Internal Medicine & Pediatrics has provided top-level primary care to Williamsville and the surrounding Buffalo, NY Area." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity and visible credibility markers. It is passable on some structured data, a workable page structure, basic crawler access and partial sitemap and link coverage.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. None of that can be fixed on the page: it has to be earned.

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 · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

6

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 5.2/10, Maple Med Peds has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Maple Med Peds

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Maple Med Peds: 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/maplemedpeds

Cite this score: Engagemii (2026). "AEO Score for Maple Med Peds." Retrieved from https://engagemii.com/aeo/brands/maplemedpeds

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

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