AI Visibility Scorecard
4D Global
4dglobalinc.com · Healthcare
Borderline visible. AI engines can read 4D Global, but Domain Authority, News & Press and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 12 times
Perplexity · Claude · Meta AI · Parallel
Top 5% in Healthcare for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Healthcare average 11
Top 1% of Healthcare
See what's behind this score →4.13
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Healthcare average 18
See what's behind this score →2
About 4D Global
from our crawl and measurement
4D Global, based in Scottsdale, AZ, describes itself simply: "4D Global is a leading Revenue Cycle Management company providing efficient medical billing solutions to healthcare organizations with expert offshore support and advanced technology." Its AI visibility score is 4.13 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 (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 12 times in our tracking, including PerplexityBot, ClaudeBot (Anthropic) and Meta AI.
- Company ·
- 4D Global
- Website ·
- 4dglobalinc.com
- Industry ·
- Healthcare
- Location ·
- Scottsdale, AZ
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 4.13/10, 4D Global is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4dglobalinc
Cite this score: Engagemii (2026). "AEO Score for 4D Global." Retrieved from https://engagemii.com/aeo/brands/4dglobalinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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