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AI Visibility Scorecard
Ferrum Designs
ferrumdesigns.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Ferrum Designs, 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 2 times
Claude
#112,684 of 237,152 in Manufacturing & Industrial for AI visibility
4.7
/10
AEO Score
About Ferrum Designs
from our crawl and measurement
Ferrum Designs, based in Garland, TX, describes itself simply: "Ferrum Designs, located in Garland, Texas specializing in welding and fabrication of furniture, gates, ornamental and light structural metal projects, bracket welding and much more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 4.7/10, Ferrum Designs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ferrum Designs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ferrumdesigns
Cite this score: Engagemii (2026). "AEO Score for Ferrum Designs." Retrieved from https://engagemii.com/aeo/brands/ferrumdesigns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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