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AI Visibility Scorecard
Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale
mdgoodlife.com · Real Estate
Somewhat visible. AI bots can read Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#21,880 of 660,061 in Real Estate for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale
from our crawl and measurement
Coldwell Banker M&D Good Life is a business whose own site puts it this way: "Looking for a home or property in Suffolk County, New York? Search the latest real estate listings for sale in Suffolk." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
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 5.8/10, Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdgoodlife
Cite this score: Engagemii (2026). "AEO Score for Coldwell Banker M&D Good Life - Long Island, New York Real Estate - Homes For Sale." Retrieved from https://engagemii.com/aeo/brands/mdgoodlife
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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