▼ 0.6 since Jul 2026
#781,053 OF 933,905 IN EDUCATION
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AI Visibility Scorecard
DC AI Collaborative
dcaicollaborative.com · Education
Borderline visible. AI bots can crawl DC AI Collaborative, 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 2 times
Claude
#781,053 of 933,905 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
8
AI Adoption
iBasic · 8/100
About DC AI Collaborative
from our crawl and measurement
"Join the DC AI Collaborative to explore responsible AI integration in education. Support equitable, human-centered learning for DC students with shared resources and expert...." That is how DC AI Collaborative introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
The site gets some of it right: it has structured data on the page (WebSite, LocalBusiness), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.4/10, DC AI Collaborative is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DC AI Collaborative
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.
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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/dcaicollaborative
Cite this score: Engagemii (2026). "AEO Score for DC AI Collaborative." Retrieved from https://engagemii.com/aeo/brands/dcaicollaborative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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