AI Visibility Scorecard
Douville Mécanique Spécialisée
douvillems.com · Food & Beverage
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence
44
AI Naming Predictability
iRarely named · 44/100
Food & Beverage average 12
Top 5% of Food & Beverage
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-
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 →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Food & Beverage average 18
See what's behind this score →0
About Douville Mécanique Spécialisée
from our crawl and measurement
Douville Mécanique Spécialisée is a Saint-Alban, QC business whose own site puts it this way: "Douville Mécanique Spécialisée offre un service mobile de réparation et d'entretien mécanique pour tous types d'équipements, où que vous soyez." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
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 read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Douville Mécanique Spécialisée
- Website ·
- douvillems.com
- Industry ·
- Food & Beverage
- Location ·
- Saint-Alban, QC
- Site status ·
- Not verified
- Last scored ·
- Jul 18, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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Source & Attribution
Scored by Engagemii on July 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/douvillems
Cite this score: Engagemii (2026). "AEO Score for Douville Mécanique Spécialisée." Retrieved from https://engagemii.com/aeo/brands/douvillems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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