AI Visibility Scorecard
Castlabs
castlabs.com · Technology
Somewhat visible. AI bots can read Castlabs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Claude · Apple Intelligence · ShapBot
#100,072 of 2,705,855 in Technology for AI visibility
45
AI Naming Predictability
iNamed sometimes · 45/100
More likely to be named than 97% of Technology companies
5
AEO Visibility
iBorderline · 5.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Castlabs
from our crawl and measurement
"Castlabs makes media possible with powerful DRM, video players, forensic watermarking, content processing, and ad tech solutions. Learn more." That is how Castlabs introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, Castlabs has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Castlabs
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castlabs
Cite this score: Engagemii (2026). "AEO Score for Castlabs." Retrieved from https://engagemii.com/aeo/brands/castlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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