AI Visibility Scorecard
boxerdock.com · Technology
Borderline visible. AI bots can crawl Epiphani Studios, 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 1 times
Claude
#1,299,542 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
17
AI Adoption
iBasic · 17/100
from our crawl and measurement
Epiphani Studios describes itself simply: "A featherweight local runtime for AI agents and services on a Mac. Each box is its own lightweight VM: 0.00 MB of host RAM while napping, sub-second wake, one-command snapshot and restore." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
Sitemaps and entity links AI can follow.
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.
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 4/10, Epiphani Studios is crawlable but under-signaled - fixable, and the signals above are where to start.
What is in the box?
Everything below is measured on the reference machine, and the bench that produced each number ships in the product. Zero-RAM napA napping box costs 0.00 MB of host RAM. Structural, measured, load-independent. Sub-second wake0.70 s from napping to running, files and processes intact. Snapshot and restoreOne command each. Verified both directions: kept work survives, injected damage does not.
Is this your brand?
The exact fixes for Epiphani Studios
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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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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/boxerdock
Cite this score: Engagemii (2026). "AEO Score for Epiphani Studios." Retrieved from https://engagemii.com/aeo/brands/boxerdock
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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