AI Visibility Scorecard
coderscratchpad.com · Technology
At 2.61/10, Coder Scratchpad is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Apple Intelligence · Meta AI · Perplexity
Top 50% in Technology for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →2.61
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
Coder Scratchpad works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.61 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.61/10, Coder Scratchpad is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
How to Find the Remainder in Scala (Using the Modulo Operator)?
Leave a Comment / Computer Programming, Scala / Edward Stephen Jr. When you divide one number by another, you often care not only about the result but also about what is left over. That leftover value is called the remainder, and in programming, it is found using something known as the modulo operator.
How to Add Two Numbers in Scala?
Computer Programming, Scala / Edward Stephen Jr. If you are just starting your journey with Scala, learning how to add two numbers is one of the simplest and most important things you can do. At first glance, adding numbers might feel too basic to matter, but this small concept is the foundation for almost every real-world program.
How to Find the Remainder in PHP (Using the Modulo Operator)?
Computer Programming, PHP / Edward Stephen Jr. Finding the remainder in PHP is a very common and useful task, especially for beginners who are learning how numbers work in programming. The remainder tells you what is left after one number is divided by another. In PHP, this is done using the modulo operator, which is written as a percent sign.
How to Find the Remainder in Swift (Using the Modulo Operator)?
Computer Programming, Swift / Edward Stephen Jr. Finding the remainder in Swift is a simple idea that becomes very powerful once you understand it. The remainder tells you what is left after one number is divided by another. In Swift, this is done using the modulo operator, which is written as the percent sign.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coderscratchpad
Cite this score: Engagemii (2026). "AEO Score for Coder Scratchpad." Retrieved from https://engagemii.com/aeo/brands/coderscratchpad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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