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AI Visibility Scorecard

代码之外 Beyond Code

代码之外 Beyond Code

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beyondcodefm.com · Media & Entertainment

Somewhat visible. AI bots can read 代码之外 Beyond Code, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#396,882 of 1,857,354 in Media & Entertainment for AI visibility

5.5

/10

AEO Score

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About 代码之外 Beyond Code

from our crawl and measurement

"代码之外 Beyond Code 是一档由 GeekPlux 和 Randy 共同主持的程序员闲聊播客节目。 节目地址:https://bento.me/beyondcode 欢迎在 ⁠https://forms.office.com/r/RknWt97QPL⁠ 向我们来信,我们会在下一期节目分享你的来信或解答你的疑惑。." That is how 代码之外 Beyond Code introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

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 5.5/10, 代码之外 Beyond Code has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for 代码之外 Beyond Code

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for 代码之外 Beyond Code: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for 代码之外 Beyond Code." Retrieved from https://engagemii.com/aeo/brands/beyondcodefm

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

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