AI Visibility Scorecard
usbretro.com
usbretro.com · Technology
Borderline visible. AI bots can crawl usbretro.com, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,805,383 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About usbretro.com
from our crawl and measurement
GitHub describes itself simply: "Universal controller firmware core for adapters, dongles, and custom controllers. - joypad-ai/joypad-os." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 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.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 4.1/10, usbretro.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Joypad OS?
Joypad OS is firmware that runs on small microcontroller boards (RP2040, ESP32-S3, nRF52840) — the kind you'd find inside a controller or adapter, not on a PC. You flash it onto a chip and it handles everything: reading controllers, translating protocols, routing inputs to outputs, and managing button remapping.
Is this your brand?
The exact fixes for usbretro.com
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.
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Source & Attribution
Scored by Engagemii on August 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/usbretro
Cite this score: Engagemii (2026). "AEO Score for usbretro.com." Retrieved from https://engagemii.com/aeo/brands/usbretro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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