AI Visibility Scorecard
SigmaOS
sigmaos.com · Technology
Somewhat visible. AI bots can read SigmaOS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#10,570 of 2,705,855 in Technology for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
More likely to be named than 99% of Technology companies
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About SigmaOS
from our crawl and measurement
"A smarter way to browse the internet. Say hi 👋 to your new browser experience!." That is how SigmaOS introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Fair
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 6.1/10, SigmaOS has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What's under the hood?
WebKitLike SafariLike Safari, SigmaOS uses the WebKit rendering engine under the hood. This means top class performance, security, and a great integration with macOS.WebKitLike SafariLike Safari, SigmaOS uses the WebKit rendering engine under the hood. This means top class performance, security, and a great integration with macOS.WebKitLike SafariLike Safari, SigmaOS uses the WebKit rendering engine under the hood.
Is this your brand?
The exact fixes for SigmaOS
Which AI engines already crawl you
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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/sigmaos
Cite this score: Engagemii (2026). "AEO Score for SigmaOS." Retrieved from https://engagemii.com/aeo/brands/sigmaos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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