AI Visibility Scorecard
Honu Robotics
honurobotics.com · Professional Services
Borderline visible. AI bots can crawl Honu Robotics, 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 5 times
Claude · Meta AI · Perplexity
#22,435 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
53
Muse Index Score
iAI agent readiness
Agent-ready · 53/100
0
AI Adoption
iNone detected · 0/100
About Honu Robotics
from our crawl and measurement
Honu Robotics is a business whose own site puts it this way: "Honu is a consultant company providing professional guidance, help and implementations services in the world of robotics software and simulations." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.2/10, Honu Robotics is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help you??
We provide software development collaborations to navigate the robotics ecosystem for implementing your ideas/innovations. We have decades of experience in different areas and are part of the core development, maintenance, and decision teams within the open-source robotics community. ROS & ROS 2Robot Operating System is a software development kit that helps you build robot applications.
Is this your brand?
The exact fixes for Honu Robotics
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/honurobotics
Cite this score: Engagemii (2026). "AEO Score for Honu Robotics." Retrieved from https://engagemii.com/aeo/brands/honurobotics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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