#98,268 OF 265,486 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Machine
nansen-machine.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Machine, 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
#98,268 of 265,486 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About Machine
from our crawl and measurement
Machine describes itself simply: "Choose the right deep draw press machine for aluminum cookware. NS-40 (32T) for pots up to 420mm; NS-55E (55T) for larger pans up to 580mm. Factory direct, on-site service." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Product, Organization, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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 4.9/10, Machine is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Machine
Which AI engines already crawl you
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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 Machine.
Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nansen-machine
Cite this score: Engagemii (2026). "AEO Score for Machine." Retrieved from https://engagemii.com/aeo/brands/nansen-machine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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