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AI Visibility Scorecard
Leah Muroff | Keller Williams Realty
centralpahomevalues.com · Real Estate
Borderline visible. AI bots can crawl Leah Muroff | Keller Williams Realty, 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.
AI engines read this profile 1 times
ChatGPT
#173,990 of 676,847 in Real Estate for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Leah Muroff | Keller Williams Realty
from our crawl and measurement
Free Home Value Estimate, based in Enola, PA, describes itself simply: "Considering selling your home in Central PA? Get a free property marketing plan from the Leah Muroff Team at Keller Williams." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
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
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 4.7/10, Leah Muroff | Keller Williams Realty is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Leah Muroff | Keller Williams Realty
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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 September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/centralpahomevalues
Cite this score: Engagemii (2026). "AEO Score for Leah Muroff | Keller Williams Realty." Retrieved from https://engagemii.com/aeo/brands/centralpahomevalues
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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