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AI Visibility Scorecard

Codenode

Codenode

Unclaimed

codenode.org · Food & Beverage

Somewhat visible. AI bots can read Codenode, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#10,922 of 1,697,991 in Food & Beverage for AI visibility

6.5

/10

AEO Score

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About Codenode

from our crawl and measurement

Codenode is a Kota Jakarta Selatan, DKI Jakarta business whose own site puts it this way: "Harum4d memberikan kesempatan kepada orang yang menginginkan untuk mendapatkan kemenangan jackpot pecah x2500 langsung dipermainan." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

The page falls short on structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow, a heading structure that lays out what it offers, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Away from its own site, other sites link to it and people discuss it in places AI engines read. 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 and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 36 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

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

0

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

AI Discoverability

3

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

5

Forum and community discussion.

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 6.5/10, Codenode has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Codenode

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Codenode: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codenode-org

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

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

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