AI Visibility Scorecard
Cummins Inc
cummins.com · Technology
Somewhat visible. AI bots can read Cummins Inc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#100,105 of 2,705,505 in Technology for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
Business relationships
17 companies linked through SEC annual reports. See customers, suppliers and partners →
About Cummins Inc
from our crawl and measurement
Cummins is a business whose own site puts it this way: "Cummins specializes in diesel and alternative fuel engines and generators, and related components and technology. Learn more at cummins.com." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
Good
Press and news coverage.
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 5.4/10, Cummins Inc has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Cummins Inc
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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 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cummins
Cite this score: Engagemii (2026). "AEO Score for Cummins Inc." Retrieved from https://engagemii.com/aeo/brands/cummins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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