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AI Visibility Scorecard
John McLain | Team McLain at REAL Broker, LLC
teammclain.com · Real Estate
Somewhat visible. AI bots can read John McLain | Team McLain at REAL Broker, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#4,403 of 657,216 in Real Estate for AI visibility
6
AEO Visibility
iVisible · 6.3/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
8
AI Adoption
iBasic · 8/100
About John McLain | Team McLain at REAL Broker, LLC
from our crawl and measurement
"Team McLain, led by seasoned realtors Debbie and John McLain, is a premier real estate team based in New Jersey and Pennsylvania." That is how John McLain of Columbia introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, RealEstateAgent, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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
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 6.3/10, John McLain | Team McLain at REAL Broker, LLC has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for John McLain | Team McLain at REAL Broker, LLC
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teammclain
Cite this score: Engagemii (2026). "AEO Score for John McLain | Team McLain at REAL Broker, LLC." Retrieved from https://engagemii.com/aeo/brands/teammclain
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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