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AI Visibility Scorecard
medcodistribution.com · Food & Beverage
At 1.4/10, Medco Distribution wny Inc 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 4 times
Meta AI · Claude
#1,339,590 of 1,351,051 in Food & Beverage for AI visibility
1.4
/10
AEO Score
from our crawl and measurement
"Discover premium food packaging products, including eco-friendly, disposable, plastic, and paper packaging supplies at Medco Distribution." That is how Medco Distribution wny Inc introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a few credibility markers. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
3
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 1.4/10, Medco Distribution wny Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Medco Distribution wny Inc
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/medcodistribution
Cite this score: Engagemii (2026). "AEO Score for Medco Distribution wny Inc." Retrieved from https://engagemii.com/aeo/brands/medcodistribution
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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