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AI Visibility Scorecard

Mark DeBruyn-Smith

Mark DeBruyn-Smith

Unclaimed
⚠ Identity mismatch

· Real Estate

At 2.8/10, Mark DeBruyn-Smith is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#480,430 of 611,987 in Real Estate for AI visibility

2.8

/10

AEO Score

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About Mark DeBruyn-Smith

from our crawl and measurement

100beddoe.com, based in Hamilton, ON, describes itself simply: "Single family home coming soon at 15 Rossmore Ave, Hamilton, ON. View photos, video tour & details." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

Under the hood there is structured data on the page (SingleFamilyResidence), but the score is capped by what is missing: an llms.txt file, a sitemap, a heading structure that lays out what it offers.

Industry · Real Estate
Last scored · Aug 3, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

3

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 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.

Reddit

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 2.8/10, Mark DeBruyn-Smith is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mark DeBruyn-Smith

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mark DeBruyn-Smith: AEO & AI Search

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 August 3, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/100beddoe

Cite this score: Engagemii (2026). "AEO Score for Mark DeBruyn-Smith." Retrieved from https://engagemii.com/aeo/brands/100beddoe

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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