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AI Visibility Scorecard
Medical Device Patents Expert Witness
troydrewry.com · Legal
Borderline visible. AI bots can crawl Medical Device Patents Expert Witness, 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.
AI engines read this profile 4 times
Meta AI · Claude
#306,188 of 364,415 in Legal for AI visibility
3.3
/10
AEO Score
About Medical Device Patents Expert Witness
from our crawl and measurement
"Medical device expert witness Troy D. Drewry testifies in cases involving FDA and regulatory processes, failure analysis, patent infringement and trade secrets." That is how Medical Device Patents Expert Witness of Memphis, TN introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 3.3/10, Medical Device Patents Expert Witness is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/troydrewry
Cite this score: Engagemii (2026). "AEO Score for Medical Device Patents Expert Witness." Retrieved from https://engagemii.com/aeo/brands/troydrewry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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