AI Visibility Scorecard
dev-mux
· Technology
Somewhat visible. AI bots can read dev-mux, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#667,357 of 2,707,329 in Technology for AI visibility
28
AI Naming Predictability
iRarely named · 28/100
5
AEO Visibility
iBorderline · 5.2/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
4
AI Adoption
iBasic · 4/100
About dev-mux
from our crawl and measurement
dev-mux works in Technology. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Strong
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.
Off-page authority
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.
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 5.2/10, dev-mux has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is working, who is idle, who needs you.?
Every codebase on every machine gets one row. Its glyphs show which agents are working, idle or waiting on you, and the file tree follows the spoke you pick.
Which agent is waiting on you? Which one is mid-edit? Which box is down?
Right now the answer lives in a dozen terminal tabs and SSH sessions you tab through by hand — and they drop the moment your Wi-Fi blinks. dev-mux turns the whole fleet into one screen you can actually read. Hub & spokes
Is this your brand?
The exact fixes for dev-mux
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for dev-mux.
Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-mux
Cite this score: Engagemii (2026). "AEO Score for dev-mux." Retrieved from https://engagemii.com/aeo/brands/dev-mux
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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