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AI Visibility Scorecard
Horner Pietersma Stewart
mmhplaw.com · Legal
Borderline visible. AI bots can crawl Horner Pietersma Stewart, 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
#181,661 of 358,353 in Legal for AI visibility
4.6
/10
AEO Score
About Horner Pietersma Stewart
from our crawl and measurement
Horner Pietersma Stewart is a business whose own site puts it this way: "Horner Pietersma Stewart is a trusted law firm in Morrisburg, Ontario, providing legal services for over 60 years. We are your trusted partners to guide you through your legal challenges." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Established authority for your domain.
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, Horner Pietersma Stewart is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Horner Pietersma Stewart
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Horner Pietersma Stewart.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmhplaw
Cite this score: Engagemii (2026). "AEO Score for Horner Pietersma Stewart." Retrieved from https://engagemii.com/aeo/brands/mmhplaw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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