AI Visibility Scorecard
virtualdutchman.com · Technology
Borderline visible. AI bots can crawl Jos Voskuil's Weblog, 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 6 times
Claude · Meta AI · Apple Intelligence
#858,161 of 2,706,132 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 77% of Technology companies
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"Jos Voskuil's Weblog PLM is changing and affects us all Home About Learning from the past The road to model-based and connected PLM The PLM Green Global Alliance series Subscribe to feed." That is how Jos Voskuil's Weblog introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Jos Voskuil's Weblog is crawlable but under-signaled - fixable, and the signals above are where to start.
Why 70 % of PLM implementations fail – or not?
For decades, we have heard horror stories about failed PLM implementations, each supposedly explained by one simple cause. Depending on who tells the story, the culprit is the software, the company culture, poor user involvement, or unrealistic ambitions without a budget or understanding. But the truth is more nuanced: many of these implementations did not actually fail completely.
What does it mean for Product Lifecycle Management?
Purposefully, I wrote Product Lifecycle Management to focus on the strategy, and not an all-around capable PLM system, as PLM systems have never quite delivered on their original promise.
What should we – companies and individuals – actually do?
As an approach, the research from Wharton suggests that using rewards (incentives) and providing feedback can help people stay mentally engaged and avoid disengaging or losing motivation. In other words, these strategies can combat the tendency to mentally “check out” or stop trying. When participants were rewarded for accuracy and received immediate feedback, their override rates on faulty AI roughly doubled.
A low response or apathy?
The survey results are interesting on their own — but when you combine them with the low response rate, they say something more: even in communities that care, mobilizing action is hard.
1. What motivates people to join the PGGA LinkedIn group?
So far, only a small number of the recent new members have completed a survey that was especially sent to them to explore changing priorities. Due to the low response, we extended the invitation to all members. We are curious about your expectations — and quietly hopeful about your involvement. If you haven’t filled in the survey yet, please click here and share your feedback.
Is this your brand?
The exact fixes for Jos Voskuil's Weblog
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/virtualdutchman
Cite this score: Engagemii (2026). "AEO Score for Jos Voskuil's Weblog." Retrieved from https://engagemii.com/aeo/brands/virtualdutchman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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