AI Visibility Scorecard
Directory
datastandards.directory · Education
Somewhat visible. AI bots can read Directory, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#276,508 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Directory
from our crawl and measurement
Directory is a business whose own site puts it this way: "An inventory of open data standards, browse 69 standards by category, publisher, and assessment. A project of the Bloomberg Center for Government Excellence at Johns Hopkins University." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.2/10, Directory has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is an open data standard?
A data standard is an agreed way of describing and structuring data so it can be shared, compared, and reused across organizations. An open standard is published under a license that lets anyone adopt it freely. Standards can be schematic, semantic, or atomic — the glossary breaks down what that means. Learn about open data standards
Is this your brand?
The exact fixes for Directory
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Directory.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/datastandards-directory
Cite this score: Engagemii (2026). "AEO Score for Directory." Retrieved from https://engagemii.com/aeo/brands/datastandards-directory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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