AI Visibility Scorecard
workingattheedge.org · Education
Borderline visible. AI bots can crawl Working At The Edge, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 12 times
Claude · Meta AI · Perplexity · ShapBot
#114,120 of 937,753 in Education for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Education average 14
Top 16% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →5
0
from our crawl and measurement
Working At The Edge is one of the businesses we track in the Media & Entertainment space. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, Working At The Edge is crawlable but under-signaled - fixable, and the signals above are where to start.
Is our use of tech working against us? 🤔?
By Randy Ziegenfuss Yesterday’s post was about focusing on the human. Today, I’m wondering how our use of tech in schooling is working against our human focus. The question was sparked by this article in the MIT Technology Review: Eliminating the Human The author, David Byrne, isn’t specifically talking about education, but about life in general.
Is it time to rethink how we frame “curriculum”? 🤔?
By Randy Ziegenfuss We can all agree that we are in the midst of exponential change, largely driven by technological innovations. Check out this short video on the Fourth Industrial Revolution to get a sense of the change we are dealing with. Some further … [Continue reading]Filed Under: Leadership, Learning
Are we missing this key voice in the transformation conversation? 🤔?
By Randy Ziegenfuss I have mixed thoughts about the World Economic Forum...I love some of their stuff, and then there is some that kind of falls short with a too narrow focus. That narrow focus of the economic/jobs context. BUT… ...they recently released a … [Continue reading]Filed Under: Leadership, Learning
Does power have to be a zero-sum game in our schools?
By Randy Ziegenfuss The role of teacher is no longer to disseminate knowledge to passive learners. An alternate way for the teacher might be to co-design memorable experiences that acknowledge the identities, experiences, knowledge and wisdom each person brings to … [Continue reading]Filed Under: Leadership, Learning
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/workingattheedge-org
Cite this score: Engagemii (2026). "AEO Score for Working At The Edge." Retrieved from https://engagemii.com/aeo/brands/workingattheedge-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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