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AI Visibility Scorecard
Matsuda
matsuda.com · apparel & fashion
Somewhat visible. AI bots can read Matsuda, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#1,158 of 521,137 in E-commerce for AI visibility
6.8
/10
AEO Score
About Matsuda
from our crawl and measurement
"Explore Matsuda eyewear and sunglasses handcrafted in Japan, where titanium, Japanese acetate, and heritage-inspired design meet precision craftsmanship." That is how Matsuda of Los Angeles, CA introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it, AI engines recognise it as a distinct business and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on and nobody is discussing it where AI engines look.
The business dates to 1967.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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 6.8/10, Matsuda has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Matsuda
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matsuda
Cite this score: Engagemii (2026). "AEO Score for Matsuda." Retrieved from https://engagemii.com/aeo/brands/matsuda
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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