AI Visibility Scorecard
fullframe.edweek.org
fullframe.edweek.org · Education
Somewhat visible. AI bots can read fullframe.edweek.org, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#51,579 of 937,045 in Education for AI visibility
6
AEO Visibility
iVisible · 6.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About fullframe.edweek.org
from our crawl and measurement
Education Week describes itself simply: "Sean Cavanagh & Marvin Joseph • 1 min read Remove Save to favorites Open image caption Close image caption Students tend to chickens at WonderHere in Lakeland, Fla." Its AI visibility score is 6.2 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), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 6.2/10, fullframe.edweek.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for fullframe.edweek.org
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The AEO Checklist Every Small Business Owner Needs Right Now
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Source & Attribution
Scored by Engagemii on September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullframe-edweek-org
Cite this score: Engagemii (2026). "AEO Score for fullframe.edweek.org." Retrieved from https://engagemii.com/aeo/brands/fullframe-edweek-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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