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AI Visibility Scorecard
Dr. Mathew Leonardi
mathewleonardi.com · Healthcare
Borderline visible. AI bots can crawl Dr. Mathew Leonardi, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#722,839 of 849,438 in Healthcare for AI visibility
3.5
/10
AEO Score
About Dr. Mathew Leonardi
from our crawl and measurement
Dr. Mathew Leonardi Advanced Gynaecological Surgeon and Sonologist is a business whose own site puts it this way: "He has been awarded his PhD from the University of Sydney, which was focused on the utility of ultrasound in the diagnosis and surgical management of endometriosis." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
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
6
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 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 3.5/10, Dr. Mathew Leonardi is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Dr. Mathew Leonardi
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathewleonardi
Cite this score: Engagemii (2026). "AEO Score for Dr. Mathew Leonardi." Retrieved from https://engagemii.com/aeo/brands/mathewleonardi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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