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AI Visibility Scorecard
VoxelSmith
voxelsmith3d.com · E-commerce
At 2.6/10, VoxelSmith 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
#562,455 of 616,780 in E-commerce for AI visibility
2.6
/10
AEO Score
About VoxelSmith
from our crawl and measurement
"VoxelSmith is a modern 3D-printing studio for custom design, rapid prototyping, and small-batch products. Shop ready-made prints or request a custom build." That is how VoxelSmith introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
The site gets some of it right: it has structured data on the page (Organization, WebSite). What holds it back is what is absent, including an llms.txt file, a sitemap, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
6
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.6/10, VoxelSmith is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for VoxelSmith
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/voxelsmith3d
Cite this score: Engagemii (2026). "AEO Score for VoxelSmith." Retrieved from https://engagemii.com/aeo/brands/voxelsmith3d
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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