▲ 0.8 since Jul 2026
#978,879 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
Robot Research Lab
robotresearchlab.com · Technology
Borderline visible. AI bots can crawl Robot Research Lab, 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
#978,879 of 2,701,012 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Robot Research Lab
from our crawl and measurement
"Early in my career I was an electronics technician in the US Marine Corps. A few years after leaving the Marine Corps I started developing software and now work as a full time software." That is how Robot Research Lab introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (Person, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Strong
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 4.8/10, Robot Research Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Program a Single Push Button with Two Different Functions?
By gberl001 November 8, 2022 November 8, 2022 itemprop="discussionURL"0 Here is the video and code for my latest video where I code in real time on a live stream. A short press will enable or disable the blink function.
How to Program a Push Button with Arduino?
By gberl001 January 5, 2021 November 8, 2022 itemprop="discussionURL"2 As I have been getting less and less time to create videos and write articles I won’t be writing an article about this video.
How to build a motor circuit with TB67H420FTG?
By gberl001 March 9, 2019 March 13, 2019 itemprop="discussionURL"4 This article is part of a series of articles on how to Build A Custom PID Line Following Robot From Scratch. This article will cover how to build a motor circuit, … See the full article"How to build a motor circuit with TB67H420FTG"
Is this your brand?
The exact fixes for Robot Research Lab
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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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robotresearchlab
Cite this score: Engagemii (2026). "AEO Score for Robot Research Lab." Retrieved from https://engagemii.com/aeo/brands/robotresearchlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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