AI Visibility Scorecard
CALFAB · Steel Design & Fabrication
cal-fab.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl CALFAB · Steel Design & Fabrication, 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 4 times
Meta AI · Claude · Apple Intelligence
#72,952 of 270,196 in Manufacturing & Industrial for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Manufacturing & Industrial average 14
Top 66% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iBorderline · 4/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
Manufacturing & Industrial average 0.0
0 relationships · Manufacturing & Industrial average 2
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Manufacturing & Industrial average 18
See what's behind this score →0
About CALFAB · Steel Design & Fabrication
from our crawl and measurement
CALFAB · Steel Design & Fabrication is a Los Angeles, CA business whose own site puts it this way: "Steel design and fabrication shop: structural and architectural steel, security gates and steel fencing, balconies, canopies, and custom metalwork, taken from drawings and BOMs through." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. Beyond that, 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.
- Company ·
- CALFAB · Steel Design & Fabrication
- Website ·
- cal-fab.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Hillsboro, Oregon
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 4/10, CALFAB · Steel Design & Fabrication is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What to expect, start to finish.?
Five steps from first call to steel on site. You review and approve before anything is cut, and we keep you posted at every stage. AR overlay · shop drawing checked against the finished part Quality Check Checked against the drawing before it leaves the floor. On the parts that matter, we overlay the CAD model onto the finished steel in augmented reality, so fit and layout are caught in the shop, not in the field.
Is this your brand?
The exact fixes for CALFAB · Steel Design & Fabrication
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/cal-fab
Cite this score: Engagemii (2026). "AEO Score for CALFAB · Steel Design & Fabrication." Retrieved from https://engagemii.com/aeo/brands/cal-fab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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