AI visibility score
1.60/ 10Weak
As of 2026-11-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

codefg.com

codefg.com

Unclaimed

codefg.com · Other

At 1.60/10, codefg.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Content Structure and Entity Clarity. That is fixable, and the signals below show where to start.

AI engines read this profile 4 times

Claude · Meta AI

19

AI Naming Predictability

i

Rarely named · 19/100

Average 15

Top 58% of Other

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1.60

AEO Visibility

i

Near-invisible · 1.60/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About codefg.com

from our crawl and measurement

codefg.com is a business whose own site puts it this way: "CodeFg 首页 博客 登录 独立项目 内网穿透 已上线 人工智能聊天 已下线 桌面助手 开发中 qemuGUI 开发中 站内模块 友情链接 已上线 网站健康监控 已上线 Established in 2013.09 | [email protected]." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.60 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Company ·
codefg.com
Website ·
codefg.com
Industry ·
Other
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Nov 8, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.60/10, codefg.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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Picked for codefg.com: 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 November 8, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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