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AI Visibility Scorecard
MarbleBuddha
marblebuddha.com · Professional Services
At 1.4/10, MarbleBuddha is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#478,741 of 490,643 in Professional Services for AI visibility
1.4
/10
AEO Score
About MarbleBuddha
from marblebuddha.com
Consulting Product Design Engagements About Bridging Business and Technology Making Technology Make Sense From Product Concept to Production Cipangu's objective is to apply technology to fundamentally change how a problem is framed and solved.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 1.4/10, MarbleBuddha is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MarbleBuddha
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marblebuddha
Cite this score: Engagemii (2026). "AEO Score for MarbleBuddha." Retrieved from https://engagemii.com/aeo/brands/marblebuddha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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