AI Visibility Scorecard
Mutual Trading Co., Inc
lamtc.com · Food & Beverage
Borderline visible. AI bots can crawl Mutual Trading Co., 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 naming likelihood
Sometimes named
Monitoring for AI engine activity
In the Engagemii AEO index
#1,009,050 of 1,394,000 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Mutual Trading Co., Inc
from our crawl and measurement
Mutual Trading Los Angeles site describes itself simply: "We are the Japanese food authority - true to the heart in upholding genuine Japanese cuisine traditions and progressive in exploring new ways to provide innovative products and services." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), 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
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.7/10, Mutual Trading Co., Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mutual Trading Co., 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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lamtc
Cite this score: Engagemii (2026). "AEO Score for Mutual Trading Co., Inc." Retrieved from https://engagemii.com/aeo/brands/lamtc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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