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AI Visibility Scorecard
DIVISION Design + Fabrication | CNC & Laser Cutting NYC
division.nyc · Manufacturing & Industrial
Somewhat visible. AI bots can read DIVISION Design + Fabrication | CNC & Laser Cutting NYC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#30,830 of 242,221 in Manufacturing & Industrial for AI visibility
5.7
/10
AEO Score
About DIVISION Design + Fabrication | CNC & Laser Cutting NYC
from our crawl and measurement
DIVISION Design + Fabrication, based in Brooklyn, NY, describes itself simply: "Precision CNC routing, laser cutting, etching, and architectural design in Brooklyn. Send us a file, we'll send you a price and a lead time." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 5.7/10, DIVISION Design + Fabrication | CNC & Laser Cutting NYC has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/division-nyc
Cite this score: Engagemii (2026). "AEO Score for DIVISION Design + Fabrication | CNC & Laser Cutting NYC." Retrieved from https://engagemii.com/aeo/brands/division-nyc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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