AI Visibility Scorecard
Lily McClanahan
3943summitrd.com · Real Estate
Borderline visible. AI bots can crawl Lily McClanahan, 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 7 times
ChatGPT · ShapBot · Claude
#95,588 of 721,991 in Real Estate for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
Business connections
Public companies in Real Estate have about 1 business relationship on record.
You have none on record yet.
About Lily McClanahan
from our crawl and measurement
"Ideally positioned within Apex, this pristine 2020-built home enjoys a desirable setting with a welcoming front porch overlooking a beautiful tree-lined street framed by purple-blooming." That is how Lily McClanahan of Dublin, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (House, VideoObject, Place) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- Lily McClanahan
- Website ·
- 3943summitrd.com
- Industry ·
- Real Estate
- Location ·
- Dublin, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Lily McClanahan is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lily McClanahan
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/3943summitrd
Cite this score: Engagemii (2026). "AEO Score for Lily McClanahan." Retrieved from https://engagemii.com/aeo/brands/3943summitrd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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