AI Visibility Scorecard
Wolfgang Beyer
wolfib.com · Technology
Somewhat visible. AI bots can read Wolfgang Beyer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI
#846,372 of 2,707,519 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About Wolfgang Beyer
from our crawl and measurement
Wolfgang Beyer describes itself simply: "Wolfgang Beyer Blog About How to Build a Simple Image Recognition System with TensorFlow (Part 2) This is the second part of my introduction to building an image recognition system with." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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.
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 5.1/10, Wolfgang Beyer has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Build a Simple Image Recognition System with TensorFlow (Part 2)?
This is the second part of my introduction to building an image recognition system with TensorFlow. In the first part we built a softmax classifier to label images from the CIFAR-10 dataset. We achieved an accuracy of around 25-30%. Since there are 10 different and equally likely categories, labeling the images randomly we’d expect an accuracy of 10%.
Is this your brand?
The exact fixes for Wolfgang Beyer
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wolfib
Cite this score: Engagemii (2026). "AEO Score for Wolfgang Beyer." Retrieved from https://engagemii.com/aeo/brands/wolfib
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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