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AI Visibility Scorecard

Open Sourcery

Name: Open Sourcery - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T09:40:45.611Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

amilajack.com · Technology

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

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AI engines read this profile 4 times

Claude · Apple Intelligence

#404,285 of 2,659,076 in Technology for AI visibility

AEO Visibility

Borderline · 5.6/10

Muse Index Score

AI agent readiness

Basic · 30/100

AI Adoption

None detected · 0/100

About Open Sourcery

from our crawl and measurement

Open Sourcery describes itself simply: "A blog on my experiences in the open source ecosystem." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology

Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Established authority for your domain.

Reference Presence

Not in AI knowledge graphs yet.

News & Press

No press coverage found yet.

Community

Forum and community discussion.

Social Mentions

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 5.6/10, Open Sourcery has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Open Sourcery: 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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Free signup unlocks the full article plus your personalized AEO fix list for Open Sourcery.

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Open Sourcery." Retrieved from https://engagemii.com/aeo/brands/amilajack

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