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AI Visibility Scorecard
MB Eye Wear
mbeyewear.com · E-commerce
At 2.9/10, MB Eye Wear is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#558,796 of 637,934 in E-commerce for AI visibility
2.9
/10
AEO Score
About MB Eye Wear
from our crawl and measurement
MB Eye Wear is a business whose own site puts it this way: "No, I do not feel lucky Continue 10% OFF entire order Not Lucky Today 15% OFF entire order Oops!Sorry 20% OFF Not Lucky Today 25% OFF 25 dollars off your entire order BOGO 50% off 50% OFF." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
On the page it is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews, a heading structure that lays out what it offers and a clearly stated business identity.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2020.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.9/10, MB Eye Wear is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MB Eye Wear
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MB Eye Wear.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbeyewear
Cite this score: Engagemii (2026). "AEO Score for MB Eye Wear." Retrieved from https://engagemii.com/aeo/brands/mbeyewear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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