AI Visibility Scorecard
Borderline visible. AI bots can crawl catonmat.net, 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 1 times
Claude
<1
AI Naming Predictability
iRarely named · <1/100
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
catonmat.net is a business whose own site puts it this way: "URL navigation The URL navigation field lets you quickly navigate to the website you need." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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.
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 3.5/10, catonmat.net is crawlable but under-signaled - fixable, and the signals above are where to start.
What's next?
Next, we're launching a new browser streaming algorithm. The new streaming algorithm will offer near-native experience when using remote browsers. Then, we're adding a collaborative browsing feature that lets two or more people use the same browser at the same time. After this, we're adding a screen recorder that lets you capture your browser sessions to gifs and mp4 videos. And then! More awesome things!
What's Browserling?
Browserling is the world's first online cross-browser testing platform. It offers web developers, web testers, and qa teams quick access to all browsers on all platforms. To make really great web apps and websites, you need to make sure your code and design looks and functions the same on as many platforms, browsers, and screen sizes as possible.
What's an Online Android Emulator?
An Android emulator is like a "phone inside your computer". It runs on a server in the cloud, and you control it through your browser. You can tap, swipe, and test apps or websites exactly like you would on a real phone.
Is It Safe to Use?
Yep! The emulator runs remotely, so anything you test stays contained. You don't risk messing up your computer or your personal phone. Even if an app has bugs or hidden malware, it can't escape the emulator.
Can I Test My Mobile Website?
Absolutely. Just load your site inside the emulator and see how it looks on an Android device. You'll notice if text is too small, buttons don't line up, or if your layout breaks on different screen sizes.
Is this your brand?
The exact fixes for catonmat.net
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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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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catonmat
Cite this score: Engagemii (2026). "AEO Score for catonmat.net." Retrieved from https://engagemii.com/aeo/brands/catonmat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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