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AI Visibility Scorecard
David Liberatore
lwrhomesearch.com · Real Estate
Borderline visible. AI bots can crawl David Liberatore, 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
#128,923 of 630,102 in Real Estate for AI visibility
5
/10
AEO Score
About David Liberatore
from our crawl and measurement
Lakewood Ranch Homes for Sale is a Sarasota, FL business whose own site puts it this way: "David Liberatore is a licensed Realtor and Global Real Estate Advisor with Premier Sotheby's International Realty in Sarasota, Florida, specializing in luxury and waterfront properties." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (RealEstateAgent, Person, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5/10, David Liberatore is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for David Liberatore
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lwrhomesearch
Cite this score: Engagemii (2026). "AEO Score for David Liberatore." Retrieved from https://engagemii.com/aeo/brands/lwrhomesearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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