AI Visibility Scorecard
John
cdnfwd.com · E-commerce
Borderline visible. AI bots can crawl John, 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
#617,104 of 739,340 in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
E-commerce average 27
See what's behind this score →0
About John
from our crawl and measurement
"Server KB provides practical tutorials, troubleshooting guides, and expert tips on Linux, VPS, Docker, Nginx, Apache, DNS, SSL, and server management." That is how John introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- John
- Website ·
- cdnfwd.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, John is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is Uptime Tier IV? Why It Matters for Bare Metal and AI Workloads?
ByJohn September 24, 2026 Intro A data center’s Tier IV rating means high fault tolerance—the ability to keep running even when equipment fails.
How to Add an SSH Key to Bitbucket Step by Step?
ByJohn July 29, 2026July 29, 2026 This article shows you, step by step, how to add an SSH key to Bitbucket from generating a key to testing the connection. By the end, you’ll connect fast and securely.
How to Add an SSH Key to GitLab in 2 Ways?
ByJohn July 29, 2026July 29, 2026 In this guide, I’ll show you exactly how to add an SSH key to GitLab using two reliable methods. We’ll also generate a key pair and test the connection.
What Is DNS Pollution and How to Fix It?
ByJohn July 24, 2026July 24, 2026 DNS pollution leaves you staring at an error page instead of your target website. Maybe your customers cannot reach your online store. Maybe your research hits a dead end. This problem feels technical, but you can understand and fix it with simple steps.
How to Generate SSH Key on Linux, Windows & macOS?
ByJohn July 23, 2026July 23, 2026 SSH keys offer a safer, faster way to prove your identity. Instead of typing a password every time, you use a pair of cryptographic keys.
Is this your brand?
The exact fixes for John
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdnfwd
Cite this score: Engagemii (2026). "AEO Score for John." Retrieved from https://engagemii.com/aeo/brands/cdnfwd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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