AI Visibility Scorecard
Executive Summary
commsvr.gitbook.io · Technology
Well-positioned for AI search. The breakdown below shows where Executive Summary is still leaving points on the table.
AI engines read this profile 12 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#725 of 2,707,519 in Technology for AI visibility
8
AEO Visibility
iVisible · 7.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Executive Summary
from our crawl and measurement
"In this case, it is essential that any uncertainty and necessity to make a decision can be relaxed by human interaction." That is how Executive Summary introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.6 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7.6/10, Executive Summary has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to cite the software and associated documentation files?
to learn how to create derived works and cite the origin.KeywordsOPC, OPC UA, M2M communication, Client-Server, Publisher-Subscriber, Data Oriented Architecture, DOA, AMQP, MQTT, PubSub, OPC UA PubSub, Semantic-Data, Industry 4.0, I4.0, Internet Of Things, IoT, IIoT, Global Data Discovery, SecurityReleasesWe use Semantic Versioning for versioning. For the versions available, see the releases on this repository.
How to follow up?
GitHub offers Discussions as a space to connect with other members of the community.
Is this your brand?
The exact fixes for Executive Summary
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commsvr-gitbook-io
Cite this score: Engagemii (2026). "AEO Score for Executive Summary." Retrieved from https://engagemii.com/aeo/brands/commsvr-gitbook-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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