AI Visibility Scorecard
Hammad Research
hammadresearch.com · Healthcare
Somewhat visible. AI bots can read Hammad Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 24 times
Meta AI · Claude · Apple Intelligence · Perplexity
#138,142 of 923,499 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Hammad Research
from our crawl and measurement
Hammad Research is a Stockbridge, GA business whose own site puts it this way: "Clinical research presence for Mustafa Hammad, MD, DO, principal investigator, CPI, and IRB chair (Global Research Holdings)." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (ResearchOrganization, Person, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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, Hammad Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Hammad Research
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/hammadresearch
Cite this score: Engagemii (2026). "AEO Score for Hammad Research." Retrieved from https://engagemii.com/aeo/brands/hammadresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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