AI visibility score
4.2/ 10Fair

#858,161 of 2,706,132 in Technology

As of 2026-08-09 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Jos Voskuil's Weblog

Jos Voskuil's Weblog

Unclaimed

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

i

Rarely named · 0/100

More likely to be named than 77% of Technology companies

4

AEO Visibility

i

Borderline · 4.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

12

AI Adoption

i

Basic · 12/100

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About Jos Voskuil's Weblog

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).

Industry · Technology
Last scored · Aug 9, 2026

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

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.

Off-page authority

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.

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 4.2/10, Jos Voskuil's Weblog is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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.

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Picked for Jos Voskuil's Weblog: How-To

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/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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