AI Visibility Scorecard
embedthis.com · Technology
Borderline visible. AI engines can read Device Management Agents, but Structured Data, News Mentions and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 14 times
Parallel · Meta AI · Claude · Amazon Alexa
Top 5% in Technology for AI visibility
78
AI Naming Predictability
iNamed occasionally · 78/100
Technology average 28
Top 4% of Technology
See what's behind this score →4.97
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Technology average 17
See what's behind this score →4
from our crawl and measurement
"Suite of device management agents for device makers and builders to quickly make create and deliver connected devices." That is how Device Management Agents introduces itself. Its AI visibility score is 4.97 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (SoftwareApplication) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 14 times in our tracking, including ShapBot (Parallel), Meta AI and ClaudeBot (Anthropic).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.97/10, Device Management Agents is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
Why Choose EmbedThis for Device Agents?
Building device management from scratch is expensive and risky. EmbedThis agents give you a complete, proven foundation — HTTP server, database, MQTT, AI, security — so you can focus on your product. Ioto Device Agent Full-featured device agent with embedded HTTP server, MQTT client, JSON database, and AI integration. Entire agent under 300K of code.
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Device Management Agents.
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/embedthis
Cite this score: Engagemii (2026). "AEO Score for Device Management Agents." Retrieved from https://engagemii.com/aeo/brands/embedthis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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