AI Visibility Scorecard
WFD Home - AWS Workforce Development
aws-workforce.pearson.com · Education
Somewhat visible. AI bots can read WFD Home - AWS Workforce Development, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#91,673 of 937,045 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About WFD Home - AWS Workforce Development
from aws-workforce.pearson.com
Skip to content I2PA I2W Fiber Courses Events Photo Upload Media Browser I2PA I2W Fiber Courses Events Photo Upload Media Browser AWS Workforce Development Understand the infrastructure of our information society How does a movie stream to my cell phone?
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Good
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 5.9/10, WFD Home - AWS Workforce Development has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for WFD Home - AWS Workforce Development
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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.
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Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aws-workforce-pearson
Cite this score: Engagemii (2026). "AEO Score for WFD Home - AWS Workforce Development." Retrieved from https://engagemii.com/aeo/brands/aws-workforce-pearson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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