AI Visibility Scorecard
degroot.dev - Sander de Groot - town planner and software engineer
degroot.dev · Technology
Borderline visible. AI bots can crawl degroot.dev - Sander de Groot - town planner and software engineer, 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 1 times
Claude
#2,265,832 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About degroot.dev - Sander de Groot - town planner and software engineer
from our crawl and measurement
degroot.dev is a business whose own site puts it this way: "Software developer and town planner (solution architect)." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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).
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
Weak
No inbound links found yet.
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 3.5/10, degroot.dev - Sander de Groot - town planner and software engineer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a "town planner"?
Explaining what an architect in the IT-industry does can be a little challenging, especially to people from other industries. Personally, I really like the town planner analogy as it comes quite close to the responsibilities of an architect.Imagine you're tasked with realizing a completely new town in some underdeveloped area.
What do you do as entrepreneur?
One of my dreams has always been to develop a product that is useful to others. I have been training myself to generate ideas. The funny thing is, training your mind works similarly to training muscles. At some point you've created some muscle memory. The same applies to generating ideas, it almost comes naturally to me now.
Is this your brand?
The exact fixes for degroot.dev - Sander de Groot - town planner and software engineer
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/degroot-dev
Cite this score: Engagemii (2026). "AEO Score for degroot.dev - Sander de Groot - town planner and software engineer." Retrieved from https://engagemii.com/aeo/brands/degroot-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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