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AI Visibility Scorecard

Code Sufiah

Code Sufiah

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codesufiah.com ยท Finance & Insurance

At 1.8/10, Code Sufiah is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#874,294 of 891,887 in Finance & Insurance for AI visibility

1.8

/10

AEO Score

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About Code Sufiah

from our crawl and measurement

Company Portal is a business whose own site puts it this way: "Company Portal Central access to all company management systems Human Resources ๐Ÿ‘ฅ Attendance System Manage staff attendance, punch records, leave and working hours." As far as answer engines are concerned it may as well not exist yet: 1.6 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.

Industry ยท Finance & Insurance
Last scored ยท Aug 9, 2026

The 6 signals AI reads

Higher is better ยท 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

AI Discoverability

1

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 1.8/10, Code Sufiah is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Code Sufiah

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Weekly ChatGPT & Claude citation tracking

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Picked for Code Sufiah: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

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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Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for Code Sufiah." Retrieved from https://engagemii.com/aeo/brands/codesufiah

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

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