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AI Visibility Scorecard
TNB Fab Design
tnbfabdesign.com · Manufacturing & Industrial
Somewhat visible. AI bots can read TNB Fab Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI
#75,168 of 237,220 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
About TNB Fab Design
from our crawl and measurement
TNB Fab Design, based in Roseburg, Oregon, describes itself simply: "Explore top-tier metal fabrication, CNC machining, and custom design solutions at TNB Fab Design." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (LocalBusiness) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.1/10, TNB Fab Design has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TNB Fab Design
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tnbfabdesign
Cite this score: Engagemii (2026). "AEO Score for TNB Fab Design." Retrieved from https://engagemii.com/aeo/brands/tnbfabdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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