AI visibility score
4.2/ 10Fair

#1,748,634 of 2,707,521 in Technology

As of 2026-08-21 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Code Me A River

Code Me A River

Unclaimed

codemeariver.com · Technology

Borderline visible. AI bots can crawl Code Me A River, 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

#1,748,634 of 2,707,521 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Code Me A River

from our crawl and measurement

"Skip to content Code Me A River SignalCorrespondenceExperimentsNotesAbout 00 / River Introduction Code MeA River A personal publication about intelligence, continuity, collaboration, and." That is how codemeariver.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Technology
Last scored · Aug 21, 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

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Good

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, Code Me A River is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How to wall off an instance without faking isolation?

Controlling source material, memory, and experiment state across systems. August 17, 2026

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Picked for Code Me A River: 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 August 21, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Code Me A River." Retrieved from https://engagemii.com/aeo/brands/codemeariver

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

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