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AI Visibility Scorecard
The Manors of Clarkston
themanorsofclarkston.com · Nonprofits
Borderline visible. AI bots can crawl The Manors of Clarkston, 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
#451,440 of 771,363 in Nonprofits for AI visibility
4.4
/10
AEO Score
About The Manors of Clarkston
from our crawl and measurement
The Manors of Clarkston is a business whose own site puts it this way: "The Manors of Clarkston, formerly known as Deerwood The Manors, is a premier subdivision located in Clarkston, Michigan." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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 4.4/10, The Manors of Clarkston is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themanorsofclarkston
Cite this score: Engagemii (2026). "AEO Score for The Manors of Clarkston." Retrieved from https://engagemii.com/aeo/brands/themanorsofclarkston
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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