AI Visibility Scorecard
thecodingdiaries.com · Education
Somewhat visible. AI bots can read The Coding Diaries, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#312,025 of 937,395 in Education for AI visibility
57
AI Naming Predictability
iSometimes named · 57/100
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
"The Coding Diaries Front-end dev with no CS degree." That is how The Coding Diaries introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Forum and community discussion.
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 5.1/10, The Coding Diaries has a working base to build on - fixable, and the signals above are where to start.
How to create multiple forks of a git repo?
Thanks to https://adrianshort.org/create-multiple-forks-of-a-github-repo/ for the instructions.
1. What’s your name, when did you first start learning to code, and what technologies are you most familiar with?
STEPHANIE: I’m Stephanie H. Chang. Because my name is so dang generic, I go by @stchangg on the internet. I first started trying to learn how to code the summer after I graduated high school.
2. What was a turning point/lightbulb moment for you when you first started learning?
STEPHANIE: One big “aha” moment happened when I was working on a little project to scratch an itch I had. I like making visual art and wanted 1) to learn JavaScript, 2) to learn how to work with an API, and 3) to showcase my art on my personal website. I was disappointed with many popular Flickr plugins, which to me felt too slow and over-stylized.
4. What’s been the most frustrating thing about learning to code or being a developer (if you work as one professionally)?
STEPHANIE: As a developer, I’d say that there’s always a healthy tension between writing good code and shipping. You don’t want to over-engineer a solution, but you also don’t want to write horrible code that, while functional, will make it harder to iterate and improve on the feature. It’s frustrating at times because without more experience, it’s really hard to know the answer.
5. What advice would you give to someone just starting out?
STEPHANIE: Internalize growth mindset. Talk to yourself everyday to internalize it, if that’s what it takes. Do it wherever – on your lunch break, on your commute to work. (Nothing to be ashamed of! I did it and still do it.) If you’re not a person who struggles to maintain a growth mindset, the most important thing you can do is to create a safe space for you to learn.
Is this your brand?
The exact fixes for The Coding Diaries
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thecodingdiaries
Cite this score: Engagemii (2026). "AEO Score for The Coding Diaries." Retrieved from https://engagemii.com/aeo/brands/thecodingdiaries
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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