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AI Visibility Scorecard
Workbench Education is no longer available
workbenchplatform.com · Education
Somewhat visible. AI bots can read Workbench Education is no longer available, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#205,826 of 877,013 in Education for AI visibility
5.5
/10
AEO Score
About Workbench Education is no longer available
from our crawl and measurement
Workbench Education is no longer available is a business whose own site puts it this way: "Workbench, a lesson library repository and creation tool, was deprecated in December 2020. You can no longer use the Workbench Education webpage to create, assign, or complete lessons." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
3
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 5.5/10, Workbench Education is no longer available has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Workbench Education is no longer available
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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/workbenchplatform
Cite this score: Engagemii (2026). "AEO Score for Workbench Education is no longer available." Retrieved from https://engagemii.com/aeo/brands/workbenchplatform
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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