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AI Visibility Scorecard
MJP Contracting
mjpcontracting.com · Home & Living
Borderline visible. AI bots can crawl MJP Contracting, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#630,887 of 1,089,713 in Home & Living for AI visibility
4.3
/10
AEO Score
About MJP Contracting
from our crawl and measurement
MJP Contracting, based in Cambridge, ON, describes itself simply: "MJP Contracting Ltd is a leading concrete contractor serving Cambridge, ON and surrounding areas." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
On its own pages the site does well on structured data describing the business, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 4.3/10, MJP Contracting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MJP Contracting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mjpcontracting
Cite this score: Engagemii (2026). "AEO Score for MJP Contracting." Retrieved from https://engagemii.com/aeo/brands/mjpcontracting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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