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AI Visibility Scorecard

CodePoet — Your AI checks its work against what you actually asked for

CodePoet — Your AI checks its work against what you actually asked for

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buildwithcodepoet.com · Technology

At 2/10, CodePoet — Your AI checks its work against what you actually asked for 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.

AI engines read this profile 4 times

Claude

#2,343,156 of 2,650,057 in Technology for AI visibility

2

/10

AEO Score

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About CodePoet — Your AI checks its work against what you actually asked for

from our crawl and measurement

CodePoet Your AI checks its work against what you actually asked for describes itself simply: "CodePoet keeps a shared record of what you actually asked for. AI agents read the goal before building and check their diff against it before saying done, so drift from your intent is." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

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

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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 3 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

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 2/10, CodePoet — Your AI checks its work against what you actually asked for is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for CodePoet — Your AI checks its work against what you actually asked for

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Weekly ChatGPT & Claude citation tracking

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Picked for CodePoet — Your AI checks its work against what you actually asked for: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for CodePoet — Your AI checks its work against what you actually asked for." Retrieved from https://engagemii.com/aeo/brands/buildwithcodepoet

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

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