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AI Visibility Scorecard
Paragon Machine Works
paragonmachineworks.com · Food & Beverage
Somewhat visible. AI bots can read Paragon Machine Works, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI · ChatGPT
#160,534 of 1,359,777 in Food & Beverage for AI visibility
5.5
/10
AEO Score
About Paragon Machine Works
from our crawl and measurement
Paragon Machine Works is a business whose own site puts it this way: "What comes next… Our Legacy Continues In May, 2026, the Paragon name, products, and tooling were sold to our friends at Firsthand Framebuilding in Portland, Oregon." Its AI visibility score is 5.5 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) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
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
5
Social discussion and mentions.
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 5.5/10, Paragon Machine Works has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Paragon Machine Works
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Paragon Machine Works.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/paragonmachineworks
Cite this score: Engagemii (2026). "AEO Score for Paragon Machine Works." Retrieved from https://engagemii.com/aeo/brands/paragonmachineworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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