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AI Visibility Scorecard
RFD
rfd.com · Education
Somewhat visible. AI bots can read RFD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#181,855 of 875,759 in Education for AI visibility
5.6
/10
AEO Score
About RFD
from our crawl and measurement
rfd.com is a Raleigh, NC business whose own site puts it this way: "Designing Innovative Environments for Learning, Research and Development RFD’s team of architects, engineers and technical staff specialize exclusively in the programming and design of." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places, missing in others.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.6/10, RFD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RFD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 RFD.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rfd
Cite this score: Engagemii (2026). "AEO Score for RFD." Retrieved from https://engagemii.com/aeo/brands/rfd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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