AI Visibility Scorecard
DDC
dmillio.com · Government & Public Sector
Borderline visible. AI bots can crawl DDC, 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 9 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#17,317 of 124,100 in Government & Public Sector for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 38% of Government & Public Sector companies
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About DDC
from our crawl and measurement
DDC is a McLean, VA business whose own site puts it this way: "DDC develops scientific models that optimize complex systems to improve economic, social & environmental performance worldwide." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 4/10, DDC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
"Wicked" Problems - What are they and why should you care?
Society's dysfunctions create wicked problems, which in turn make the individual monsters we have to deal with at work daily. A wicked...1 min read “The only way to predict the future is by having the power to shape it."DDC Insights Strategic. Scientific. Human.
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The exact fixes for DDC
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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 DDC.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dmillio
Cite this score: Engagemii (2026). "AEO Score for DDC." Retrieved from https://engagemii.com/aeo/brands/dmillio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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