AI Visibility Scorecard
ncr.com · Food & Beverage
Somewhat visible. AI bots can read NCR Voyix and NCR Atleos, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 1 times
Claude
#9,004 of 1,391,534 in Food & Beverage for AI visibility
80
AI Naming Predictability
iNamed occasionally · 80/100
Food & Beverage average 12
Top 1% of Food & Beverage
See what's behind this score →5
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
"NCR has separated into two separate and distinct companies: NCR Voyix and NCR Atleos." That is how NCR Voyix and NCR Atleos introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, NCR Voyix and NCR Atleos has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for NCR Voyix and NCR Atleos
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ncr
Cite this score: Engagemii (2026). "AEO Score for NCR Voyix and NCR Atleos." Retrieved from https://engagemii.com/aeo/brands/ncr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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