AI Visibility Scorecard
Fathom Manufacturing
newcut.com · Manufacturing & Industrial
At 2.6/10, Fathom Manufacturing is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 5 times
Claude · Meta AI · Apple Intelligence
#51,216 of 268,439 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 89% of Manufacturing & Industrial companies
3
AEO Visibility
iNear-invisible · 2.6/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Fathom Manufacturing
from our crawl and measurement
"Newcut by Fathom is a photochemical machining leader in Newark, New York, with over 50 years of experience producing complex, flat metal parts." That is how Fathom Manufacturing of Newark, NY introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.6/10, Fathom Manufacturing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Newcut by Fathom for Your Photochemical Machining Needs?
Newcut was one of the early innovators of photo chemical etching and has been producing flat precision parts for a wealth of customers, industries and applications for over 50 years. During that time, we’ve built a reputation for exceptional quality, accuracy and service. Newcut provides short lead times, cutting-edge equipment and the ability to etch specialty metals for customers across the country. Get a Quote
Is this your brand?
The exact fixes for Fathom Manufacturing
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/newcut
Cite this score: Engagemii (2026). "AEO Score for Fathom Manufacturing." Retrieved from https://engagemii.com/aeo/brands/newcut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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