AI Visibility Scorecard
Castle Windows
castlewindows.com · Home & Living
Borderline visible. AI bots can crawl Castle Windows, 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 14 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#17,150 of 1,378,348 in Home & Living for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Home & Living average 5
Top 2% of Home & Living
See what's behind this score →5
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Home & Living average 21
See what's behind this score →0
About Castle Windows
from our crawl and measurement
"Castle Windows is a premier window replacement service company serving the Greater Philadelphia area. Call today at 1-800-360-4400 to schedule an estimate." That is how Castle Windows introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Castle Windows
- Website ·
- castlewindows.com
- Industry ·
- Home & Living
- Location ·
- Mount Laurel, New Jersey
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.6/10, Castle Windows is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Castle Windows
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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 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castlewindows
Cite this score: Engagemii (2026). "AEO Score for Castle Windows." Retrieved from https://engagemii.com/aeo/brands/castlewindows
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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