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AI Visibility Scorecard

Coded Imagery

Coded Imagery

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codedimagery.com · Technology

Borderline visible. AI bots can crawl Coded Imagery, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,941,220 of 2,811,264 in Technology for AI visibility

4.1

/10

AEO Score

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About Coded Imagery

from our crawl and measurement

"Coded Imagery's patented coded imaging system places bar codes, identifying photos, symbols, and other security data below the hard surface of any commercial product using a rare, patented." That is how Coded Imagery introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

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, credibility markers like credentials or reviews and structured data describing the business.

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.

The business dates to 2006.

Industry · Technology
Last scored · Jul 31, 2026
Employees · 1-10
Founded · 2006

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

8

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 4.1/10, Coded Imagery is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Coded Imagery

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Weekly ChatGPT & Claude citation tracking

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Picked for Coded Imagery: Tech & Electronics

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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/codedimagery

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

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

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