AI Visibility Scorecard
4D Engineers
4d-engineers.com · Technology
At 1.90/10, 4D Engineers is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence · Parallel
3
1.90
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
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0
About 4D Engineers
from our crawl and measurement
"4D EngineersDisciplinesHow We WorkWhy 4DContactToggle themeNLContactComplexe productontwikkeling begint hier.4D Engineers is een onafhankelijk ingenieursbureau en netwerk van ervaren." That is how 4D Engineers introduces itself. When AI engines look at it, they find little to work with. It scores 1.90 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.
- Company ·
- 4D Engineers
- Website ·
- 4d-engineers.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page 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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.90/10, 4D Engineers is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Klaar om uw project te starten?
Een afspraak met een van ons is de snelste weg naar een kennismaking. Neem contact op met Michiel Wanninkhof.Neem contact op0653 267 122
Waarom 4D Engineers?
Een maatschap zonder hoge vaste kosten, maar wel met zeer ervaren en enthousiaste ingenieurs die focussen op snelheid zonder budgetoverschrijdingen.Ervaren netwerkEen groot netwerk van zelfstandige ingenieurs met elk minimaal 20 jaar professionele ervaring in hun vakgebied. Bijna altijd beschikken wij over de geschikte kennis.Vaste kosten per cyclusWij werken met Development Cycles met vaste kosten en doorlooptijden.
Is this your brand?
The exact fixes for 4D Engineers
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4d-engineers
Cite this score: Engagemii (2026). "AEO Score for 4D Engineers." Retrieved from https://engagemii.com/aeo/brands/4d-engineers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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