▼ 1.8 since Jul 2026
#2,447,241 OF 2,692,930 IN TECHNOLOGY
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AI Visibility Scorecard
CADinstruct — CAD Automation Platform
cadinstruct.com · Technology
At 1.2/10, CADinstruct — CAD Automation Platform is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,447,241 of 2,692,930 in Technology for AI visibility
1
AEO Visibility
iNear-invisible · 1.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CADinstruct — CAD Automation Platform
from our crawl and measurement
"CADinstruct is a SaaS platform that accelerates the creation of CAD models, drawings, quotes, orders, and manufacturing plans for custom products." That is how CADinstruct CAD Automation Platform introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
The page falls short on a clearly stated business identity, structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 1.2/10, CADinstruct — CAD Automation Platform is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CADinstruct — CAD Automation Platform
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cadinstruct
Cite this score: Engagemii (2026). "AEO Score for CADinstruct — CAD Automation Platform." Retrieved from https://engagemii.com/aeo/brands/cadinstruct
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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