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AI Visibility Scorecard
C.J. Riley Builder
cjriley.com · Home & Living
Borderline visible. AI bots can crawl C.J. Riley Builder, 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 4 times
Apple Intelligence · Claude
#439,505 of 1,265,564 in Home & Living for AI visibility
4.9
/10
AEO Score
About C.J. Riley Builder
from our crawl and measurement
"C.J. Riley Builder is a Cape Cod custom home builder specializing in luxury custom homes, home remodeling, historic restorations, additions, kitchens, bathrooms, and fine residential." That is how C.J. Riley Builder of Osterville, MA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (GeneralContractor, WebPage, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
1
Established authority for your domain.
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 4.9/10, C.J. Riley Builder is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for C.J. Riley Builder
Which AI engines already crawl you
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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 August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cjriley
Cite this score: Engagemii (2026). "AEO Score for C.J. Riley Builder." Retrieved from https://engagemii.com/aeo/brands/cjriley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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