AI Visibility Scorecard
kokenusa.com · E-commerce
Somewhat visible. AI bots can read Ko-ken USA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · ChatGPT · Amazon Alexa · Meta AI
#6,448 of 738,818 in E-commerce for AI visibility
70
5
AEO Visibility
iBorderline · 5.4/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"We are the North American Source of Ko-ken Tools from Japan. Our parent company, Ko-ken Tools, is a fourth generation family owned and operated business in Japan, with 140+ employees." That is how Ko-ken USA of Unit D Westford, MA introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 11 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and AmazonBot (Alexa AI).
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
Social discussion and mentions.
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, Ko-ken USA has a working base to build on - fixable, and the signals above are where to start.
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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 Ko-ken USA.
Ko-ken USA lists 1,000+ products, 979 in stock, priced 0.00 to 4,800.10.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kokenusa
Cite this score: Engagemii (2026). "AEO Score for Ko-ken USA." Retrieved from https://engagemii.com/aeo/brands/kokenusa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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