gareth.codes redirects to localhost:4000. This page describes the site that domain now serves; the primary profile lives at localhost:4000.
AI visibility score
4.2/ 10Fair

#860,028 of 2,705,505 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Gareth codes

Gareth codes

Unclaimed

gareth.codes · Technology

Borderline visible. AI bots can crawl Gareth codes, 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.

AI engines read this profile 1 times

Claude

#860,028 of 2,705,505 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 91% of Technology

4

AEO Visibility

i

Borderline · 4.2/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Gareth codes

from our crawl and measurement

"Current role, Computer Security Researcher. Contact me with intriguing work opportunities." That is how Gareth codes introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is structured data describing the business.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.

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

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Strong

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Gareth codes is crawlable but under-signaled - fixable, and the signals above are where to start.

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The with statement in Python allows you to open and manipulate a file and it will take care of closing it for you. Very handy stuff. gyaresu@shadowrun:~/programming/projects/violent python|⇒ echo "blah stuff wooble" > thing.txt gyaresu@shadowrun:~/programming/projects/violent python|⇒ ipython Python 2.7.2 (default, Oct 11 2012, 20:14:37) Type "copyright", "credits" or "license" for more information.

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Picked for Gareth codes: 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/gareth-codes

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

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

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