AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
3.3/ 10

#799,689 OF 930,695 IN EDUCATION

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Coding Class Penang

Coding Class Penang

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codingclasspenang.com · Education

Borderline visible. AI bots can crawl Coding Class Penang, 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

#799,689 of 930,695 in Education for AI visibility

3

AEO Visibility

i

Near-invisible · 3.3/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Coding Class Penang

from our crawl and measurement

Coding Class Penang is a business whose own site puts it this way: "This will be an amazing class from basic HTML to implementation of Bootstrap Framework.8 hoursRM1500No Coding ExperienceCSS ClassesUnderstand how to custom write CSS." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Education
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.3/10, Coding Class Penang is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Coding Class Penang: How-To

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.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codingclasspenang

Cite this score: Engagemii (2026). "AEO Score for Coding Class Penang." Retrieved from https://engagemii.com/aeo/brands/codingclasspenang

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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