AI Visibility Scorecard
DevBox
devboxapp.com · Other
Borderline visible. AI bots can crawl DevBox, 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
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About DevBox
from our crawl and measurement
DevBox describes itself simply: "DevBox is a free, open-source desktop app for Windows that installs and manages Go, Node.js, PHP, Python, Rust, plus Java,.NET, Ruby, Deno, Bun, Dart, Kotlin, Zig and 20+ more via vfox." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 3.9/10, DevBox is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Windows neden “bilinmeyen yayıncı” uyarısı veriyor?
rtScreen judges files by two things: a code-signing certificate and download reputation. DevBox is a brand-new open-source project — it does not carry a paid certificate yet and has not accumulated reputation, so Windows shows the generic warning. It is not a virus verdict. SmartScreen bir dosyayı iki şeye göre değerlendirir: kod imzalama sertifikası ve indirme itibarı.
Is this your brand?
The exact fixes for DevBox
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 DevBox.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devboxapp
Cite this score: Engagemii (2026). "AEO Score for DevBox." Retrieved from https://engagemii.com/aeo/brands/devboxapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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