AI Visibility Scorecard
Josh Kropf
kropf.io · Technology
Borderline visible. AI bots can crawl Josh Kropf, 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
#2,265,832 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Josh Kropf
from our crawl and measurement
"Toggle navigation Slashdev Arcade Trackball Arduino LCD Library Java Preprocessor jQTemplate XBox Remote On/Off Slashdev Hardware, software, and just general tinkering 2.5 Steps to Perfect." That is how Slashdev introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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 3.5/10, Josh Kropf is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What about the other guys?
This is where it gets sad. The software I’m working on is also being developed in parallel for Android and iOS.
So what have I done so far?
Not wait on RIM, that’s for sure! In the last two weeks I have managed to completely finish the iOS and Android versions of my app including full push integration. Let me say that again. In the time it’s taking RIM to grant me permission to write software that uses their services, I have created the same thing on competing platforms. Posted by jiGGaK on February 1st, 2011
Wire Harness Lacing - A Dead Art?
A wire harness promoting proper dental hygiene I don’t pretend to be a master of wire lacing. To be honest this is my first attempt but I am thoroughly pleased with the results. I was inspired by a recent article by Keith Neufeld in which he showed off his x0xb0x Wiring Harnesses. This is my latest arcade joystick build incorporating my recent teensy++ based controller.
Is this your brand?
The exact fixes for Josh Kropf
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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 Josh Kropf.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kropf-io
Cite this score: Engagemii (2026). "AEO Score for Josh Kropf." Retrieved from https://engagemii.com/aeo/brands/kropf-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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