AI Visibility Scorecard
The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies
hdfgroup.com · Technology
Somewhat visible. AI bots can read The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#464,543 of 2,706,566 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies
from our crawl and measurement
"The HDF Group is a not-for-profit corporation with the mission of sustaining the HDF technologies and supporting HDF user communities worldwide with production-quality software and services." That is how The HDF Group introduces itself. Its AI visibility score is 5.4 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, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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
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 5.4/10, The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hdfgroup
Cite this score: Engagemii (2026). "AEO Score for The HDF Group - ensuring long-term access and usability of HDF data and supporting users of HDF technologies." Retrieved from https://engagemii.com/aeo/brands/hdfgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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