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AI Visibility Scorecard

Dr Carmela Mancini

Dr Carmela Mancini

Unclaimed

doctormancini.com · Healthcare

Somewhat visible. AI bots can read Dr Carmela Mancini, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 7 times

Claude · ChatGPT · Apple Intelligence · Meta AI

#144,767 of 852,336 in Healthcare for AI visibility

5.6

/10

AEO Score

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About Dr Carmela Mancini

from our crawl and measurement

"Experience personalized, empathetic care by a physician who devotes more time to each patient. See why patients are joining Dr. Mancini's private practice." That is how Dr Carmela Mancini of Marblehead, MA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).

Industry · Healthcare
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

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

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

7

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, Dr Carmela Mancini has a working base to build on - fixable, and the signals above are where to start.

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Picked for Dr Carmela Mancini: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Dr Carmela Mancini." Retrieved from https://engagemii.com/aeo/brands/doctormancini

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

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