AI Visibility Scorecard
Toll Brothers® Luxury Homes
717lyon.com · Real Estate
Borderline visible. AI bots can crawl Toll Brothers® Luxury Homes, 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 3 times
Claude · Apple Intelligence · Perplexity
#95,646 of 722,052 in Real Estate for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Real Estate average 4
Top 8% of Real Estate
See what's behind this score →4
-
Network Authority
iNot connected yet
Real Estate average 0.0
0 relationships · Real Estate average 1
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Real Estate average 13
See what's behind this score →?
About Toll Brothers® Luxury Homes
from our crawl and measurement
Toll Brothers® Luxury Homes is a business whose own site puts it this way: "Are you searching for a new home in California? Learn more about Toll Brothers' luxury communities in desirable locations from sunny San Diego to Fremont." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Toll Brothers® Luxury Homes
- Website ·
- 717lyon.com
- Industry ·
- Real Estate
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Jul 17, 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, Toll Brothers® Luxury Homes is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Toll Brothers® Luxury Homes
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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 July 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/717lyon
Cite this score: Engagemii (2026). "AEO Score for Toll Brothers® Luxury Homes." Retrieved from https://engagemii.com/aeo/brands/717lyon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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