AI Visibility Scorecard
Distribution MA
distributionma.com · Food & Beverage
At 1.55/10, Distribution MA is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Food & Beverage for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Food & Beverage average 12
Top 26% of Food & Beverage
See what's behind this score →1.55
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Food & Beverage average 18
See what's behind this score →0
About Distribution MA
from our crawl and measurement
Distribution MA is a business whose own site puts it this way: "For all your needs in catering and event planning. Well present in the Montreal industry, we are here to answer your questions!" To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Distribution MA
- Website ·
- distributionma.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.55/10, Distribution MA is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What are the delivery times when I place an order at Distribution MA?
All orders received before 2:00 p.m. will be delivered the next day.
Is it possible to obtain specific products even if they are not in your inventory?
Yes, of course, we will do our best to find the items you need.
Is it possible to receive a visit from a sales representative at my establishment?
Yes, do not hesitate to contact us, one of our representatives will be happy to come and meet you at your establishment. 🍂 Offre spéciale d’automne 🍂 Préparez la saison avec style :la personnalisation de vos produits d’emballage est GRATUITE cet automne! Du papier ciré à vos serviettes élégantes, des gobelets stylés aux boîtes à emporter, nous donnons une touche unique à vos produits sans frais supplémentaires.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/distributionma
Cite this score: Engagemii (2026). "AEO Score for Distribution MA." Retrieved from https://engagemii.com/aeo/brands/distributionma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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