AI Visibility Scorecard
Roy I Kaufman, Inc.
rikaufman.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Roy I Kaufman, Inc., 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 5 times
Claude · Meta AI · Perplexity · ShapBot
#71,356 of 269,979 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
0
AI Adoption
iNone detected · 0/100
About Roy I Kaufman, Inc.
from our crawl and measurement
"American wire rope assembly manufacturer specializing in custom mechanical cable assemblies with no minimum orders." That is how Roy I Kaufman, Inc. of Marion, OH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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
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 4/10, Roy I Kaufman, Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Roy I Kaufman, Inc.?
Ohio assembly excellence, engineering expertise, and custom solutions 3D Configurator Try our wire rope configurator to define your assembly. Design and visualize your custom wire rope assembly using our interactive 3D tool. Design Custom Wire Rope Assemblies Online Industries Served From automotive brake cables to fitness equipment and construction, our products are used in a wide range of applications.
Is this your brand?
The exact fixes for Roy I Kaufman, Inc.
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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.
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rikaufman
Cite this score: Engagemii (2026). "AEO Score for Roy I Kaufman, Inc.." Retrieved from https://engagemii.com/aeo/brands/rikaufman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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