AI Visibility Scorecard
Coding With Benji
codingwithbenji.com · Technology
Borderline visible. AI bots can crawl Coding With Benji, 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 2 times
Claude
#2,230,846 of 2,707,329 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Coding With Benji
from our crawl and measurement
Coding With Benji Navigating the Digital Universe! is a business whose own site puts it this way: "Email Notify Me Coding With Benji's Web Dev Guide The most complete guide to web development technologies on the planet." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.2/10, Coding With Benji is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Coding With Benji?
I began coding in 2018. In 2024, I became a full-time educator and content creator.My goal is to show that you don’t need to be a straight-A student or a genius to learn coding. I simplify complex concepts and teach you how to apply them through practical, project-based tutorials and courses.
Is this your brand?
The exact fixes for Coding With Benji
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Coding With Benji.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codingwithbenji
Cite this score: Engagemii (2026). "AEO Score for Coding With Benji." Retrieved from https://engagemii.com/aeo/brands/codingwithbenji
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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