AI Visibility Scorecard
Epiphani Studios
boxerdock.com · Technology
At 2.10/10, Epiphani Studios is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
15
AI Naming Predictability
iRarely named · 15/100
Technology average 28
Top 64% of Technology
See what's behind this score →2.10
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →17
About Epiphani Studios
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 2.10 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 read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Epiphani Studios
- Website ·
- boxerdock.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.10/10, Epiphani Studios is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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
Which AI engines already crawl you
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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 November 8, 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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