AI Visibility Scorecard
disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs
infed.org · Education
Somewhat visible. AI bots can read disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#6,414 of 937,618 in Education for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs
from our crawl and measurement
infed.org is a business whose own site puts it this way: "exploring education, pedagogy and community action." 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, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
Forum and community discussion.
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, disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs
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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 disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/infed-org
Cite this score: Engagemii (2026). "AEO Score for disclaimer contact us about us infed.org has been edited by Mark K Smith with help from Tony Jeffs." Retrieved from https://engagemii.com/aeo/brands/infed-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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