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AI Visibility Scorecard
A.M. Design and Fabrication, LLC
amdesignfab.com · Home & Living
Somewhat visible. AI bots can read A.M. Design and Fabrication, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#266,935 of 1,219,322 in Home & Living for AI visibility
5.2
/10
AEO Score
About A.M. Design and Fabrication, LLC
from our crawl and measurement
A.M. Design and Fabrication, LLC describes itself simply: "We’re highly-skilled craftspeople who build new brass, stainless steel, and forged steel railings, restore cast iron legacy fences, and design and build statement conference tables and." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.2/10, A.M. Design and Fabrication, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for A.M. Design and Fabrication, LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/amdesignfab
Cite this score: Engagemii (2026). "AEO Score for A.M. Design and Fabrication, LLC." Retrieved from https://engagemii.com/aeo/brands/amdesignfab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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