#601,166 OF 2,692,439 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-08-01
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
DFRobot Open-Source Hardware Electronics and Kits
dfrobot.com · Technology
Somewhat visible. AI bots can read DFRobot Open-Source Hardware Electronics and Kits, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Apple Intelligence · Meta AI · ChatGPT · Claude
#601,166 of 2,692,439 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About DFRobot Open-Source Hardware Electronics and Kits
from our crawl and measurement
DFRobot Open-Source Hardware Electronics and Kits is a business whose own site puts it this way: "DFRobot provides open-source hardware, kits and robotics dedicated to bringing innovative electronics." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.3/10, DFRobot Open-Source Hardware Electronics and Kits has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DFRobot Open-Source Hardware Electronics and Kits
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 DFRobot Open-Source Hardware Electronics and Kits.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dfrobot
Cite this score: Engagemii (2026). "AEO Score for DFRobot Open-Source Hardware Electronics and Kits." Retrieved from https://engagemii.com/aeo/brands/dfrobot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform