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AI Visibility Scorecard
Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO
mtlplumbing.com · Food & Beverage
Borderline visible. AI bots can crawl Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO, 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 engines read this profile 1 times
Claude
#543,572 of 1,366,754 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO
from our crawl and measurement
Magasin plomberie à Montréal is a Montréal, QC business whose own site puts it this way: "Fondée en 2018, Plomberie MTL est une des trois divisions qui rassemblent 60 ans de savoir-faire collectif en plomberie à Montréal et dans les environs." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
3
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
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 4.6/10, Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/mtlplumbing
Cite this score: Engagemii (2026). "AEO Score for Magasin plomberie à Montréal | Plomberie et Chauffage MTL Marcs FINAL LOGO." Retrieved from https://engagemii.com/aeo/brands/mtlplumbing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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