AI Visibility Scorecard
mdg
mdgworks.com · Professional Services
Borderline visible. AI bots can crawl mdg, 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 1 times
Claude
#133,072 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
4
AI Adoption
iBasic · 4/100
About mdg
from our crawl and measurement
Home describes itself simply: "mdg is a marketing agency for events, trade shows and associations, built on 50 years of expertise, audience insight and measurable results." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, mdg is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help you grow?
1 We need more attendees 2 Our brand isn’t standing out 3 We’re not seeing ROI from our digital marketing Real attendance growth begins with audience insight. We’ll combine research and performance marketing to bring more of the right people to your event. BOOST ATTENDANCE WITH INTENT Standing out takes more than a logo refresh.
Is this your brand?
The exact fixes for mdg
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for mdg.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdgworks
Cite this score: Engagemii (2026). "AEO Score for mdg." Retrieved from https://engagemii.com/aeo/brands/mdgworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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